The Real Python Podcast – Insights semanais, entrevistas e dicas de codificação

Dicas, entrevistas e muito mais sobre Python

Um podcast semanal sobre Python apresentado por Christopher Bailey com entrevistas, dicas de codificação e conversas com convidados da comunidade Python.

O programa cobre uma ampla variedade de tópicos, incluindo práticas recomendadas de programação Python, dicas de carreira e tópicos relacionados ao desenvolvimento de software. Junte-se a nós todas as sextas-feiras de manhã para ouvir o que há de novo no mundo da programação Python e se tornar um Pythonista mais eficaz.

Episódio 291:Reavaliando o cenário do LLM e convocando fantasmas

17 de abril de 2026 1h 15m

Quais são as técnicas atuais empregadas para melhorar o desempenho de sistemas baseados em LLM? Como a indústria está mudando do pós-treinamento para a engenharia de contexto e a orquestração multiagente? Esta semana no programa, Jodie Burchell, cientista de dados e líder da equipe de defesa do Python na JetBrains, retorna para discutir o cenário atual de codificação de IA.

Episódio 289:Limitações na revisão de código humana e automatizada

27 de março de 2026 51m

Com as montanhas de código Python que é possível gerar agora, como está indo sua revisão de código? Quais são as limitações da revisão humana e onde a revisão mecânica se destaca? Christopher Trudeau está de volta ao programa esta semana com outro lote de artigos e projetos semanais do PyCoder.

Episódio 287:Criação e edição de tutoriais detalhados em Real Python

13 de março de 2026 1h 21m

O que é necessário para criar os tutoriais que você lê no Real Python? Quais são as etapas do processo editorial e quem são as pessoas nos bastidores? Esta semana no programa, os membros da equipe Real Python, Martin Breuss, Brenda Weleschuk e Philipp Acsany, juntam-se a nós para discutir curadoria de tópicos, etapas de revisão e garantia de qualidade.

Episódio 283:Melhorando sua experiência de desenvolvedor no GitHub

06 de fevereiro de 2026 59m

Quais são as maneiras de melhorar a forma como você usa o GitHub? Como você pode colaborar de forma mais eficaz e melhorar sua redação técnica? Esta semana no programa, Adam Johnson está de volta para falar sobre seu novo livro, "Boost Your GitHub DX:Tame the Octocat and Elevate Your Productivity".

Episódio 280:Considerando rápido e lento na programação Python

16 de janeiro de 2026 55 minutos

Com que frequência você já ouviu falar sobre a velocidade do Python? O que realmente está sendo medido, onde estão os gargalos – tempo de desenvolvimento ou tempo de execução – e o que é mais importante para a produtividade? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 278:Principais artigos e joias escondidas do PyCoder's Weekly 2025

02 de janeiro de 2026 32m

O PyCoder's Weekly incluiu mais de 1.500 links para artigos, postagens de blog, tutoriais e projetos em 2025. Christopher Trudeau está de volta ao programa esta semana para ajudar a encerrar tudo, compartilhando alguns destaques e descobrindo algumas joias escondidas da pilha.

Episódio 277:Rumo ao desenvolvimento baseado em especificações

19 de dezembro de 2025 1h 1m

Quais são as vantagens do desenvolvimento orientado por especificações em comparação com a codificação vibe com um LLM? Serão estas tendências recentes um movimento em direção à programação declarativa? Esta semana no programa, Marc Brooker, vice-presidente e engenheiro ilustre da AWS, se junta a nós para discutir o desenvolvimento orientado a especificações e o Kiro.

Episódio 276:Explorando a computação quântica e estruturas Python

05 de dezembro de 2025 50m

Quais são os avanços recentes no campo da computação quântica e da computação de alto desempenho? E quais ferramentas Python você pode usar para desenvolver programas que rodam em computadores quânticos? Esta semana no programa, Negar Vahid, autora do Real Python, discute seu tutorial, "Noções básicas de computação quântica com Qiskit".

Episódio 274:Preparando projetos de ciência de dados para produção

14 de novembro de 2025 59m

Como você prepara seus projetos de ciência de dados em Python para produção? Quais são as ferramentas e técnicas essenciais para tornar seu código reproduzível, organizado e testável? Esta semana no programa, Khuyen Tran da CodeCut discute seu novo livro, "Production Ready Data Science".

Episódio 273:Conselhos para escrever código Python sustentável

07 de novembro de 2025 54m

Quais são as técnicas para escrever código Python sustentável? Como você torna seu Python mais legível e fácil de refatorar? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 271:Comparando o Python 3.14 e habilitando o Asyncio para escalar

24 de outubro de 2025 47m

Qual é o desempenho do Python 3.14 sob alguns benchmarks feitos à mão? O desempenho do assíncio é dimensionado na compilação de thread livre? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 270:Evoluindo o ensino de Python na sala de aula

17 de outubro de 2025 1h 4m

Como o ensino de Python para jovens estudantes está mudando com o advento dos LLMs? Esta semana no programa, Kelly Schuster-Paredes do podcast Teaching Python se junta a nós para discutir codificação e IA na sala de aula.

Episódio 269:Python 3.14:Explorando os novos recursos

10 de outubro de 2025 56m

Python 3.14 está aqui! Christopher Trudeau retorna para discutir a nova versão com o membro da equipe Real Python, Bartosz Zaczyński. Este ano, Bartosz coordenou a série de artigos de visualização com membros da equipe Real Python e escreveu o tutorial de demonstração, "Python 3.14:novos recursos interessantes para você experimentar". O curso em vídeo de Christopher, "What's New in Python 3.14", aborda os tópicos do artigo e mostra os novos recursos em ação.

Episódio 268:Conselhos para começar a aprender Python

03 de outubro de 2025 52m

O que mudou no aprendizado de Python nos últimos anos? Que novas técnicas e conselhos atualizados os iniciantes devem ter ao iniciar sua jornada? Esta semana no programa, Stephen Gruppetta e Martin Breuss voltam para discutir como começar a aprender Python.

Episódio 267:Gerenciando sinalizadores de recursos e comparando bibliotecas de visualização Python

26 de setembro de 2025 42m

Qual é uma boa maneira de ativar ou desativar caminhos de código sem reimplantar o software? Como você pode usar sinalizadores de recursos para alternar funcionalidades para usuários específicos do seu aplicativo? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 266:Perigos da conversão automática de uma API REST em MCP

19 de setembro de 2025 1h 24m

Ao converter uma API REST existente para o Model Context Protocol, o que você deve considerar? Quais antipadrões você deve evitar para manter limpo o contexto de um agente de IA? Esta semana no programa, Kyle Stratis retorna para discutir seu próximo livro, “AI Agents with MCP”.

Episódio 265:Opções de hospedagem de aplicativos Python e documentação da história do Python

12 de setembro de 2025 43m

Quais são suas opções para hospedar seu aplicativo ou scripts Python? Quais são as vantagens de uma plataforma como serviço, hosts baseados em contêiner ou configuração de uma máquina virtual? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 264:Grandes modelos de linguagem no limite das leis de escalabilidade

05 de setembro de 2025 1h 28m

O que está acontecendo com os últimos lançamentos de grandes modelos de linguagem? A indústria está chegando ao limite das leis de expansão e os benchmarks atuais fornecem avaliações de desempenho confiáveis? Esta semana no programa, Jodie Burchell retorna para discutir o estado atual dos lançamentos do LLM.

Episódio 263:Explorando classes Mixin em Python

29 de agosto de 2025 50 minutos

Qual é uma boa maneira de adicionar funcionalidades isoladas e reutilizáveis às classes Python? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 261:Selecionando herança ou composição em Python

15 de agosto de 2025 46m

Ao considerar um problema de programação orientada a objetos, você deve preferir herança ou composição? Por que não seria mais simples usar funções? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 260:Aproveitando o poder dos polares do Python

08 de agosto de 2025 1h 14m

Quais são as vantagens de usar Polars para seus projetos de dados Python? Quando você deve usar APIs lentas ou ansiosas e quais são os benefícios de cada uma? Esta semana no programa, conversamos com Jeroen Janssens e Thijs Nieuwdorp sobre seu novo livro, _Python Polars:The Definitive Guide_.

Episódio 258:Suporte ao índice de pacotes Python

25 de julho de 2025 49m

O que é necessário para apoiar mais de 650.000 projetos e quase um milhão de usuários do Python Package Index? Esta semana no programa, conversamos com Maria Ashna sobre seu primeiro ano como especialista de suporte PyPI inaugural.

Episódio 257:Comparando o desempenho do Python no mundo real com o Big O

11 de julho de 2025 45 minutos

Como se mantém o desempenho de um algoritmo quando você o coloca em um contexto realista? Onde o código Python pode desafiar as expectativas da notação Big O ao usar um criador de perfil? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 256:Resolvendo problemas e economizando tempo em química com Python

04 de julho de 2025 1h 13m

O que motiva alguém a aprender a programar como cientista? Como você aproveita a emoção de resolver problemas rapidamente e faz a conexão com os benefícios da codificação em seu trabalho científico? Esta semana no programa, conversamos com Ben Lear e Christopher Johnson sobre seu livro “Coding For Chemists”.

Episódio 255:Estruturação de scripts Python e tendências interessantes de software não-LLM

27 de junho de 2025 54m

O que é necessário para criar um script Python eficaz? Como você organiza seu código, gerencia dependências com PEP 723 e lida com argumentos de linha de comando para obter melhores resultados? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 253:Começando com Marimo Notebooks e Python App Config Management

13 de junho de 2025 51m

Procurando um guia sobre como começar a usar os notebooks Marimo? Como você constrói um notebook reproduzível para compartilhar ou cria um painel com elementos de UI interativos? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 252:Rodrigo Girão Serrão:treinamento em Python, itertools e expressões idiomáticas

06 de junho de 2025 1h 2m

Depois de aprender o vocabulário e a sintaxe da linguagem Python, como você progride no aprendizado das combinações certas para colocar em seu código? Como a biblioteca itertools integrada do Python pode aprimorar suas habilidades? Esta semana no programa conversamos com Rodrigo Girão Serrão sobre o ensino de Python através de seu blog e sua paixão pela biblioteca itertools.

Episódio 251:Segurança de threads em Python e gerenciamento de projetos com uv

30 de maio de 2025 34m

Quais são as maneiras de gerenciar código multithread em Python? Quais técnicas de sincronização estão disponíveis no módulo de threading do Python? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 249:Indo além dos requisitos.txt com pylock.toml e PEP 751

16 de maio de 2025 1h31m

Qual a melhor forma de registrar as dependências do Python para a reprodutibilidade de seus projetos? Que vantagens os arquivos bloqueados proporcionarão para esses projetos? Esta semana no programa, damos as boas-vindas ao desenvolvedor do Python Core, Brett Cannon, para discutir sua jornada para trazer o PEP 751 e o formato de arquivo pylock.toml para a comunidade.

Episódio 248:Experimentos com Gen AI, gráficos de conhecimento, fluxos de trabalho e Python

09 de maio de 2025 59m

Você está procurando alguns projetos onde possa praticar suas habilidades em Python? Você gostaria de experimentar a construção de um aplicativo generativo de IA ou de uma ferramenta automatizada de análise de sentimento com gráfico de conhecimento? Esta semana no programa, conversamos com Raymond Camden sobre sua jornada no Python, seu trabalho em relações com desenvolvedores e os projetos Python apresentados em seu blog.

Episódio 244:Uma década de automatização de coisas chatas com Python

21 de março de 2025 1h 6m

O que é necessário para atualizar um dos livros mais populares sobre como trabalhar com Python? Após uma década de mudanças no cenário Python, quais projetos, bibliotecas e habilidades são relevantes para um funcionário de escritório? Esta semana no programa, conversamos com o convidado anterior Al Sweigart sobre a terceira edição de "Automate the Boring Stuff With Python".

Episódio 242:Eric Matthes:Talvez não comece com testes unitários

07 de março de 2025 1h 10m

Você sempre deve começar a testar seu código com testes unitários? Quando faz sentido considerar a integração ou os testes ponta a ponta como um primeiro passo? Esta semana no programa, conversamos com o convidado anterior Eric Matthes sobre por onde começar a testar seu código.

Episódio 241:Decifrando o jargão do Python e compilando o Python 1.0

28 de fevereiro de 2025 43m

Como você aprende os termos comumente usados quando se fala sobre Python? Como o jargão é semelhante a outras linguagens de programação? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 240:Contando histórias eficazes com suas visualizações Python

21 de fevereiro de 2025 1h 9m

Como você cria visualizações atraentes que melhor transmitem a história de seus dados? Que métodos você pode empregar nas ferramentas populares do Python para melhorar seus gráficos? Esta semana no programa, Matt Harrison retorna para discutir seu novo livro “Effective Visualization:Exploiting Matplotlib &Pandas”.

Episódio 237:Testando sua base de código Python:unidade vs. integração

31 de janeiro de 2025 54m

O que acontece na criação de testes automatizados para seu código Python? Você deve se concentrar em testar as seções de código individuais ou em como todo o sistema funciona? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 236:Simon Willison:Usando LLMs para desenvolvimento em Python

24 de janeiro de 2025 1h 22m

Quais são as ferramentas atuais de modelo de linguagem grande (LLM) que você pode usar para desenvolver Python? Que técnicas e estratégias de estímulo produzem melhores resultados? Esta semana no programa, conversamos com Simon Willison sobre sua pesquisa de LLM e sua exploração da escrita de código Python com essas ferramentas em rápida evolução.

Episódio 235:Princípios para considerar suas ferramentas Python

17 de janeiro de 2025 46m

Quais são os princípios que você deve considerar ao tomar decisões sobre quais ferramentas Python usar? Quais antipadrões atrapalham as escolhas certas para sua equipe? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 234:Construindo Novas Estruturas para Aprender Python

10 de janeiro de 2025 52m

Quais são as novas maneiras de ensinar e compartilhar nosso conhecimento sobre Python? Como podemos melhorar a estrutura de nossas ofertas atuais e construir novos recursos educacionais para nosso público de alunos de Python? Esta semana no programa, os membros da equipe principal do Real Python, Stephen Gruppetta e Martin Breuss, juntam-se a nós para discutir melhorias no site e novas maneiras de aprender Python.

Episódio 233:Principais artigos semanais de 2024 do PyCoder e joias perdidas

03 de janeiro de 2025 41m

O PyCoder's Weekly incluiu mais de 1.500 links para artigos, postagens de blog, tutoriais e projetos em 2024. Christopher Trudeau está de volta ao programa esta semana para ajudar a encerrar tudo, compartilhando alguns destaques e descobrindo algumas joias que faltam na pilha.

Episódio 232:Explorando abordagens modernas de análise de sentimento em Python

20 de dezembro de 2024 1h 13m

Quais são as abordagens atuais para analisar emoções dentro de um trecho de texto? Quais ferramentas e pacotes Python você deve usar para análise de sentimento? Esta semana, Jodie Burchell, desenvolvedora defensora da ciência de dados na JetBrains, retorna ao programa para discutir a análise de sentimento moderna em Python.

Episódio 230:marimo:Notebooks reativos e aplicativos web implantáveis em Python

29 de novembro de 2024 1h

Quais são os problemas comuns no uso de notebooks para desenvolvimento em Python? Como você conhece o estado atual, compartilha resultados reproduzíveis ou cria aplicativos interativos? Esta semana no programa, conversamos com Akshay Agrawal sobre o notebook marimo reativo de código aberto para Python.

Episódio 229:The Joy of Tinkering e desempenho de free-threading em Python

22 de novembro de 2024 45 minutos

O que mantém vivo o seu entusiasmo no desenvolvimento de software e no aprendizado de Python? Você gosta de experimentar novos frameworks, construir projetos de brinquedo ou colaborar com outros desenvolvedores? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 228:Mantendo os fundamentos do Python e contos de advertência

15 de novembro de 2024 1h 9m

Como você constrói um projeto e uma comunidade de código aberto sustentáveis? Que lições podem ser aprendidas com a história do Python e a atual confusão pela qual a comunidade WordPress está passando? Esta semana no programa, conversamos com Paul Everitt da JetBrains sobre como navegar no financiamento de código aberto e o início da Python Software Foundation.

Episódio 227:Novos PEPs:Template Strings e Hospedagem Externa

08 de novembro de 2024 47m

Você queria a flexibilidade das cordas F, mas precisa de verificações de segurança? E se você pudesse adiar a avaliação para registrar ou evitar ataques de injeção? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 226:PySheets:planilhas no navegador usando PyScript

01 de novembro de 2024 1h 19m

O que é necessário para construir um aplicativo de planilha em Python que roda no navegador? Como você faz com que ele seja lançado rapidamente e onde você armazena as células de dados? Esta semana no programa, conversamos com Chris Laffra sobre seu projeto, PySheets, e seu livro “Communication for Engineers”.

Episódio 225:Python ficando mais rápido e mais enxuto e ideias para projetos Django

25 de outubro de 2024 43m

Que mudanças estão acontecendo nos bastidores nas versões mais recentes do Python? Como essas atualizações estão lançando as bases para um Python mais rápido nos próximos anos? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 223:Explorando os novos recursos do Python 3.13

11 de outubro de 2024 55 minutos

Python 3.13 está aqui! Nossos convidados regulares, Geir Arne Hjelle e Christopher Trudeau, retornam para discutir a nova versão. Este ano, Geir Arne coordenou uma série de artigos de visualização com membros da equipe Real Python e um tutorial de demonstração, "Python 3.13:novos recursos interessantes para você experimentar". O curso em vídeo de Christopher "O que há de novo no Python 3.13" cobre os tópicos do artigo e mostra os novos recursos em ação.

Episódio 221:Prosperando como desenvolvedor com TDAH

20 de setembro de 2024 1h 6m

Quais são as estratégias para ser um desenvolvedor produtivo com TDAH? Como você pode ajudar os membros da sua equipe com TDAH a ter sucesso e concluir projetos? Esta semana no programa, conversamos com Chris Ferdinandi sobre seu site e podcast “ADHD For the Win!”

Episódio 218:Explorando Robótica e Python por meio de projetos eletrônicos

23 de agosto de 2024 1h 6m

Você está interessado em aprender robótica com Python? Os projetos físicos baseados em eletrônica podem aumentar o interesse de uma criança pela codificação? Esta semana no programa, conversamos com o autor Marwan Alsabbagh sobre seu livro "Construa seu próprio robô - usando Python, CRICKIT e Raspberry Pi".

Episódio 217:Empacotando análises de dados e usando pandas GroupBy

16 de agosto de 2024 55 minutos

Quais são as melhores práticas para organizar projetos de análise de dados em Python? Quais são as vantagens de uma abordagem mais centrada em pacotes para a ciência de dados? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 214:Crie tabelas de exibição cativantes em Python com ótimas tabelas

26 de julho de 2024 1h 10m

Você precisa de ajuda para fazer tabelas de dados em Python parecerem interessantes e atraentes? Como você pode criar lindas tabelas prontas para exibição com a mesma facilidade que tabelas e gráficos em Python? Esta semana no programa, conversamos com Richard Iannone e Michael Chow da Posit sobre a biblioteca Great Tables Python.

Episódio 212:Aprofundando-se na teoria dos grafos em Python com David Amos

12 de julho de 2024 1h 4m

Você já se perguntou sobre a teoria dos grafos e como começar a explorá-la em Python? Quais recursos e bibliotecas Python você pode usar para experimentar e aprender mais? Esta semana no programa, o ex-co-apresentador David Amos retorna para falar sobre o que tem feito e compartilhar seu conhecimento sobre a teoria dos grafos em Python.

Episódio 211:Python não arredonda números da maneira que você imagina

05 de julho de 2024 48m

O Python arredonda os números da mesma maneira que você aprendeu na aula de matemática? Você pode se surpreender com o método padrão que o Python usa e com a variedade de maneiras de arredondar números em Python. Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 210:Criando um sintetizador de guitarra e gerando arquivos WAV com Python

28 de junho de 2024 55 minutos

Quais técnicas são necessárias para sintetizar o som de uma guitarra em Python? Quais conceitos de programação e Python de nível superior você pode praticar ao construir projetos avançados? Esta semana no programa, conversamos com o autor do Real Python e membro da equipe principal, Bartosz Zaczyński, sobre seu recente projeto passo a passo, Construa um sintetizador de guitarra:toque tablatura musical em Python.

Episódio 208:Detectando valores discrepantes em seus dados com Python

14 de junho de 2024 1h7m

Como você encontra os pontos mais interessantes ou suspeitos em seus dados? Quais bibliotecas e técnicas você pode usar para detectar essas anomalias com Python? Esta semana no programa, conversamos com o autor Brett Kennedy sobre seu livro “Outlier Detection in Python”.

Episódio 205:Considerando acessibilidade e tecnologia assistiva como desenvolvedor Python

17 de maio de 2024 1h 1m

Como é aprender Python sendo um desenvolvedor com deficiência visual ou cego? Como você pode melhorar a acessibilidade de seus aplicativos web Python e aprender as diretrizes atuais? Esta semana no programa, Audrey van Breederode, membro da comunidade Real Python, discute sua jornada de programação, acessibilidade na web e tecnologia assistiva.

Episódio 202:Validação de dados Pydantic e práticas de segurança na Web em Python

26 de abril de 2024 59m

Como você verifica e valida os dados que chegam ao seu aplicativo web Python? Quais ferramentas e práticas recomendadas de segurança você deve considerar como desenvolvedor? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 201:Desacoplando sistemas para chegar mais perto dos dados

19 de abril de 2024 1h 9m

Quais são os benefícios de usar um sistema de processamento de dados desacoplado? Como você escreve consultas reutilizáveis ​​para diversas plataformas de dados de back-end? Esta semana no programa, Phillip Cloud, o principal mantenedor do Ibis, discutirá esta biblioteca portátil de dataframe Python.

Episódio 200:Evitando a cultura de erro e obtendo ajuda sobre Python

12 de abril de 2024 1h 5m

O que é cultura de erro e como evitá-la em sua organização? Como você navega pelo cansaço de alertas e notificações? Ei, é o episódio 200! O editor-chefe do Real Python, Dan Bader, se junta a nós esta semana para comemorar. Christopher Trudeau também retorna para trazer outro lote de artigos e projetos semanais do PyCoder.

Episódio 199:Aproveitando documentos e dados para criar um chatbot LLM personalizado

05 de abril de 2024 1h 8m

Como você personaliza um chatbot LLM para abordar uma coleção de documentos e dados? Quais ferramentas e técnicas você pode usar para criar incorporações em um banco de dados vetorial? Esta semana no programa, Calvin Hendryx-Parker está de volta para discutir o desenvolvimento de uma interface de bate-papo baseada em modelo de linguagem grande e alimentada por IA.

Episódio 198:Construa um videogame com Python Turtle e visualize dados em Seaborn

29 de março de 2024 49m

Você pode construir um clone do Space Invaders usando o módulo tartaruga integrado do Python? Quais vantagens a biblioteca de visualização de dados Seaborn oferece em comparação com Matplotlib? Christopher Trudeau está de volta ao programa esta semana, junto com o convidado especial, membro da equipe principal do Real Python, Bartosz Zaczyński. Estamos compartilhando outro lote de artigos e projetos semanais do PyCoder.

Episódio 197:Usando Python em Bioinformática e no Laboratório

22 de março de 2024 50 minutos

Como o Python está sendo usado para automatizar processos em laboratório? Como pode acelerar o trabalho científico com sequenciamento de DNA? Esta semana no programa, o estudante de doutorado em engenharia química Parsa Ghadermazi está aqui para discutir Python em bioinformática.

Episódio 193:Wes McKinney sobre como melhorar a pilha de dados e os sistemas combináveis

23 de fevereiro de 2024 1h 9m

Como você evita os gargalos dos sistemas de processamento de dados? É possível construir ferramentas que dissociem armazenamento e computação? Esta semana no programa, o criador da biblioteca pandas, Wes McKinney, está aqui para discutir Apache Arrow, sistemas de dados combináveis ​​e colaboração comunitária.

Episódio 191:Foco em Ciência de Dados e Menos em Engenharia e Dependências

09 de fevereiro de 2024 1h 1m

Como você gerencia as dependências de um projeto de ciência de dados em grande escala? Como você migra esse projeto de um laptop para uma infraestrutura em nuvem ou utiliza GPUs e múltiplas instâncias em paralelo? Esta semana no programa, Savin Goyal retorna para discutir as atualizações da estrutura de código aberto Metaflow.

Episódio 190:Excelentes pontos de partida para contribuir com o código aberto

02 de fevereiro de 2024 1h 19m

Como é participar do seu primeiro sprint de desenvolvedor em uma conferência? Como você encontra um problema apropriado para trabalhar como um novo contribuidor de código aberto? Esta semana no programa, a autora e engenheira de software Stefanie Molin está aqui para discutir como começar a contribuir para projetos de código aberto.

Episódio 188:Medindo preconceito, toxicidade e veracidade em LLMs com Python

19 de janeiro de 2024 1h 15m

Como você pode medir a qualidade de um grande modelo de linguagem? Quais ferramentas podem medir os níveis de preconceito, toxicidade e veracidade em um modelo usando Python? Esta semana no programa, Jodie Burchell, desenvolvedora defensora de ciência de dados na JetBrains, retorna para discutir técnicas e ferramentas para avaliar LLMs com Python.

Episódio 187:Serializando dados com convenções de nomenclatura Python e sublinhado

12 de janeiro de 2024 54m

Você precisa transferir uma extensa coleção de dados para um projeto científico? Qual é a melhor maneira de enviar código executável pela rede para processamento distribuído? Quais são as diferentes maneiras de serializar dados em Python? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 186:Explorando Python no Excel

05 de janeiro de 2024 1h 14m

Você está interessado em usar suas habilidades em Python no Excel? Gostaria de compartilhar um projeto ou visualização de ciência de dados como um único arquivo do Office? Esta semana no programa, conversamos com o arquiteto principal John Lam e a defensora sênior do desenvolvedor de nuvem Sarah Kaiser da Microsoft sobre Python no Excel.

Episódio 185:2023 Tutorial Real Python e conclusão do curso em vídeo

29 de dezembro de 2023 53m

Três membros da equipe Real Python se juntarão a nós esta semana:Kate Finegan, Tappan Moore e Philipp Acsany. Queríamos compartilhar um resumo de final de ano com tutoriais, projetos passo a passo, conversas sobre código e cursos em vídeo que mostram o que nossa equipe criou este ano.

Episódio 184:Conclusão semanal de 2023 do PyCoder

22 de dezembro de 2023 38m

Foi um ano fascinante para a linguagem e a comunidade Python. O PyCoder's Weekly incluiu mais de 1.500 links para artigos, postagens de blog, tutoriais e projetos em 2023. Christopher Trudeau está de volta ao programa esta semana para ajudar a encerrar tudo, compartilhando alguns destaques e tendências do Python ao longo do ano.

Episódio 183:Explorando revisões de código em Python e automatizando o processo

08 de dezembro de 2023 1h 6m

O que acontece em uma revisão de código em Python? Existe alguma diferença na forma como uma grande organização pratica a revisão de código em comparação com uma menor? O que você faz se for um desenvolvedor solo? Esta semana no programa, Brendan Maginnis e Nick Thapen da Sourcery retornam para falar sobre revisão de código e assistência automatizada de código.

Episódio 182:Construindo um analisador JSON em Python e discutindo ideias para PEPs

01 de dezembro de 2023 56m

Você já pensou em uma maneira de melhorar a linguagem Python? Como você compartilha sua ideia com os principais desenvolvedores e inicia uma discussão na comunidade Python? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 181:Pensamento computacional e aprendizagem de Python durante uma revolução da IA

17 de novembro de 2023 54 minutos

O crescimento atual dos sistemas de inteligência artificial (IA) fez você se perguntar o que o futuro reserva para os desenvolvedores Python? Quais são os benefícios ocultos de aprender a programar em Python e praticar o pensamento computacional? Esta semana no programa, conversamos com o autor Lawrence Gray sobre seu próximo livro "Mastering Python:A Problem Solving Approach".

Episódio 180:Estudando a arquitetura de software Python e criando expressões Lambda

10 de novembro de 2023 48m

Você já aprendeu os fundamentos do Python e agora está pensando em construir um projeto mais extenso ou um aplicativo completo? Onde você pode estudar a arquitetura de projetos Python existentes e aprender as melhores práticas? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 179:Melhorando sua experiência de desenvolvedor Git em Python

03 de novembro de 2023 56m

Você está lidando com alguns comandos fundamentais para Git ao construir seus projetos Python? Gostaria de melhorar suas técnicas de controle de versão e se tornar mais eficiente com a linha de comando do Git? Esta semana no programa, Adam Johnson está de volta para falar sobre seu novo livro, “Boost Your Git DX”.

Episódio 178:Orientando o Desenvolvimento da Biblioteca Científica Python

27 de outubro de 2023 57m

Como você prepara um projeto científico em Python para compartilhar com outras pessoas? Você poderia usar algumas práticas recomendadas e orientações para empacotamento, documentação e testes? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 177:Boas-vindas ao engenheiro de segurança e proteção do PyPI, Mike Fiedler

20 de outubro de 2023 58m

Você deve se lembrar de um anúncio recente do Python Package Index (PyPI) sobre a contratação de um engenheiro de segurança em tempo integral. Também mencionamos várias iniciativas de segurança atuais do PyPI. Esta semana no programa, conversamos com Mike Fiedler sobre aceitar essa nova função e proteger contas no PyPI.

Episódio 176:Desenvolvendo práticas recomendadas e habilidades fundamentais em Python

13 de outubro de 2023 1h 3m

Quais habilidades fundamentais de desenvolvedor estão faltando aos novos usuários de Python? Quais práticas recomendadas podem estar faltando aos desenvolvedores sem formação em ciência da computação? Christopher Trudeau está de volta ao programa esta semana, trazendo outro lote de artigos e projetos semanais do PyCoder.

Episódio 175:Explorando os novos recursos do Python 3.12

06 de outubro de 2023 1h 6m

Python 3.12 está aqui! Nossos convidados regulares, Geir Arne Hjelle e Christopher Trudeau, retornam para discutir a nova versão. Geir Arne coordinated a series of preview articles with several members of the Real Python team this year, and his showcase tutorial, "Python 3.12:Cool New Features for You to Try," came out on October 2. Christopher's video course was posted the next day, covering the topics from the article with visual examples of Python 3.12 in action.

Episode 174:Considering ChatGPT's Technical Review of a Programming Book

Sep 29, 2023 1h 10m

What can you learn from feeding an entire book on Python programming into ChatGPT-4 and asking it to provide a technical review? What are the potential pitfalls of using an LLM as a learning tool? This week on the show, author Al Sweigart talks about his recent experiments using ChatGPT and Python.

Episode 172:Measuring Multiple Facets of Python Performance With Scalene

Sep 15, 2023 1h 3m

When choosing a tool for profiling Python code performance, should it focus on the CPU, GPU, memory, or individual lines of code? What if it looked at all those factors and didn't alter code performance while measuring it? This week on the show, we talk about Scalene with Emery Berger, Professor of Computer Science at the University of Massachusetts Amherst.

Episode 171:Making Each Line of Code Efficient &Python In Excel

Sep 08, 2023 50m

Are you writing efficient Python with as few lines of code as possible? Are you familiar with the many built-in language features that will simplify your code and make it more Pythonic? Christopher Trudeau is back on the show this week, bringing another batch of PyCoder's Weekly articles and projects.

Episode 170:Finding the Right Coding Font for Programming in Python

Sep 01, 2023 1h 5m

What should you consider when picking a font for coding in Python? What characters and their respective glyphs should you check before making your decision? This week on the show, we talk with Real Python author and core team member Philipp Acsany about his recent article, Choosing the Best Coding Font for Programming.

Episode 169:Improving Classification Models With XGBoost

Aug 25, 2023 1h 5m

How can you improve a classification model while avoiding overfitting? Once you have a model, what tools can you use to explain it to others? This week on the show, we talk with author and Python trainer Matt Harrison about his new book Effective XGBoost:Tuning, Understanding, and Deploying Classification Models.

Episode 168:Common Python Stumbling Blocks &Quirky Behaviors

Aug 11, 2023 49m

Have you ever encountered strange behavior when trying something new in Python? What are common quirks hiding within the language? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.

Episode 167:Exploring pandas 2.0 &Targets for Apache Arrow

Aug 04, 2023 1h 14m

What are the new ways to describe your data in pandas 2.0? Will the addition of Apache Arrow to the data back end foster the growth of data interoperability? This week on the show, we talk with pandas core developer Marc Garcia about the release of pandas 2.0.

Episode 159:Volunteering, Organizing, and Finding a Python Community

Jun 09, 2023 1h

Have you thought about getting more involved in the Python community? Are you interested in volunteering for an event or becoming an organizer? This week on the show, we speak with organizers from this year's PyCascades conference about making connections, learning new skills, and rationing your time.

Episode 157:Discussing Mojo &Improving Python Object-Oriented Programming

May 26, 2023 54m

Would you like to speed up your Python machine-learning code dramatically? What if you only had to change a few keywords and add a couple of type hints on portions of your code? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.

Episode 156:Virtual Environment Structure &Surveying the Packaging Ecosystem

May 12, 2023 1h 9m

How do Python virtual environments work under the hood? How does understanding these concepts help you with managing them for your projects? This week on the show, CPython core developer Brett Cannon returns to discuss his recent articles about virtual environments and the Python packaging landscape.

Episode 155:Checking Project Dependencies &Python Dev Resource Collections

May 05, 2023 38m

How can you ensure that you've appropriately declared your project's required dependencies? How do you determine what dependencies are missing from a third-party project that you can't run? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.

Episode 154:Targeting WebAssembly Platforms &Distilling a Minimum Viable Python

Apr 28, 2023 1h 19m

Are you familiar with the different versions of WebAssembly? Could WASM be the "write once, run everywhere" solution that developers have searched for? Where does distributing Python applications fit in the narrative? This week on the show, we have CPython core developer Brett Cannon to discuss his recent articles about WebAssembly and MVPy.

Episode 151:Evaluating Python Packages &Celebrating 20 Years of PyCon US

Mar 31, 2023 1h

Have you ever installed a Python package without knowing anything about it? What best practices should you employ to ensure the quality of your next package installation? Christopher Trudeau is back this week, bringing another batch of PyCoder's Weekly articles and projects. We also have Python Software Foundation executive director, Deb Nicholson, to share details about PyCon US 2023.

Episode 150:Lessons Learned From Four Years Programming With Python

Mar 24, 2023 1h 2m

What are the core lessons you've learned along your Python development journey? What are key takeaways you would share with new users of the language? This week on the show, Duarte Oliveira e Carmo is here to discuss his recent talk, "Four Years of Python."

Episode 149:Coding With namedtuple &Python's Dynamic Superpowers

Mar 17, 2023 53m

Have you explored Python's collections module? Within it, you'll find a powerful factory function called namedtuple(), which provides multiple enhancements over the standard tuple for writing clearer and cleaner code. This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.

Episode 148:Sharing Your Python App Across Platforms With BeeWare

Mar 10, 2023 1h 11m

Are you interested in deploying your Python project everywhere? This week on the show, Russell Keith-Magee, founder and maintainer of the BeeWare project, returns. Russell shares recent updates to Briefcase, a tool that converts a Python application into native installers on macOS, Windows, Linux, and mobile devices.

Episode 147:Django Deployment Strategies &Preparing for PyCascades 2023

Mar 03, 2023 1h 7m

Have you decided how you're going to deploy your Django project? Should you use a VPS or a PaaS? Christopher Trudeau is back this week, bringing another batch of PyCoder's Weekly articles and projects. We also have organizers from PyCascades to share details about this year's hybrid in-person and virtual conference.

Episode 146:Using NumPy and Linear Algebra for Faster Python Code

Feb 24, 2023 1h 8m

Are you still using loops and lists to process your data in Python? Have you heard of a Python library with optimized data structures and built-in operations that can speed up your data science code? This week on the show, Jodie Burchell, developer advocate for data science at JetBrains, returns to share secrets for harnessing linear algebra and NumPy for your projects.

Episode 145:Creating a Python Wordle Clone &Testing Environments With Nox

Feb 17, 2023 59m

Would you like to practice your Python skills while building a challenging word game? Have you been wanting to learn more about creating command-line interfaces and making them colorful and interactive? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.

Episode 142:Orchestrating Large and Small Projects With Apache Airflow

Jan 27, 2023 54m

Have you worked on a project that needed an orchestration tool? How do you define the workflow of an entire data pipeline or a messaging system with Python? This week on the show, Calvin Hendryx-Parker is back to talk about using Apache Airflow and orchestrating Python projects.

Episode 141:Exploring Python With bpython &Formalizing f-String Grammar

Jan 20, 2023 56m

Have you used the Python Read-Eval-Print Loop (REPL) to explore the language and learn about how it operates? Would it help if it provided syntax highlighting, definitions, and code completion and behaved more like an IDE? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.

Episode 140:Speeding Up Your DataFrames With Polars

Jan 13, 2023 57m

How can you get more performance from your existing data science infrastructure? What if a DataFrame library could take advantage of your machine's available cores and provide built-in methods for handling larger-than-RAM datasets? This week on the show, Liam Brannigan is here to discuss Polars.

Episode 138:2022 Real Python Tutorial &Video Course Wrap Up

Dec 23, 2022 1h 16m

It's been another year of changes at Real Python! The Real Python team has written, edited, curated, illustrated, and produced a mountain of Python material this year. We added some new members to the team, updated the site's features, and created new styles of tutorials and video courses.

Episode 137:Start Using a Build System &Continuous Integration in Python

Dec 16, 2022 1h

What advantages can a build system provide for a Python developer? What new skills are required when working with a team of developers? This week on the show, Benjy Weinberger from Toolchain is here to discuss the Pants build system and getting started with continuous integration (CI).

Episode 135:Preparing Data to Measure True Machine Learning Model Performance

Dec 02, 2022 57m

How do you prepare a dataset for machine learning (ML)? How do you go beyond cleaning the data and move toward measuring how the model performs? This week on the show, Jodie Burchell, developer advocate for data science at JetBrains, returns to talk about strategies for better ML model performance.

Episode 134:Building Python REST APIs With Flask &Structuring Pull Requests

Nov 25, 2022 57m

How do you build a REST API using the Flask web framework? How can you quickly add endpoints while automatically generating documentation? This week on the show, Real Python author Philipp Acsany is here to discuss his tutorial series "Python REST APIs With Flask, Connexion, and SQLAlchemy." Christopher Trudeau is also here with another batch of PyCoder's Weekly articles and projects.

Episode 131:Exploring the New Features of Python 3.11

Nov 04, 2022 1h 2m

Python 3.11 is here! Our regular guests, Geir Arne Hjelle and Christopher Trudeau, return to talk about the new version. Geir Arne wrote a series of preview tutorials earlier this year, and his annual piece, titled "Python 3.11:Cool New Features for You to Try," was published on October 24. Christopher's video course came out the next day, covering the topics from the tutorial with visual examples of Python 3.11 in action.

Episode 130:Fostering an Internal Python Community &Managing the 3.11 Release

Oct 21, 2022 1h 9m

Does your company have a plan for growing an internal Python community? What are the attributes to look for when bringing someone into your department? This week on the show, Pablo Galindo Salgado returns to talk about building community through the Python Guild at Bloomberg and managing the release of Python 3.11.

Episode 129:Using an Ellipsis in Python &Goals for CPython 3.12

Oct 14, 2022 56m

Where should you use an ellipsis in Python? How does it behave as a placeholder in a script, project, or stub file? What are the next goals for the Faster CPython project? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.

Episode 128:Using a Memory Profiler in Python &What It Can Teach You

Oct 07, 2022 1h 3m

Have you used a memory profiler to gauge the performance of your Python application? Maybe you're using it to troubleshoot memory issues when loading a large data science project. What could running a profiler show you about a codebase you're learning? This week on the show, Pablo Galindo Salgado returns to talk about Memray, a powerful tracing memory profiler.

Episode 126:Python as an Efficiency Tool for Non-Developers

Sep 23, 2022 1h 10m

Are you interested in using Python in an industry outside of software development? Would adding a few custom software tools increase efficiency and make your coworkers' jobs easier? This week on the show, Josh Burnett talks about using Python as a mechanical engineer.

Episode 124:Exploring Recursion in Python With Al Sweigart

Sep 09, 2022 1h 20m

Have you wanted to understand recursion and how to use it in Python? Are you familiar with the call stack and how it relates to tracebacks? This week on the show, Al Sweigart talks about his new book, "The Recursive Book of Recursion."

Episode 123:Creating a Python Code Completer &More Abstract Syntax Tree Projects

Sep 02, 2022 1h 13m

How does a code completion tool work? What is an Abstract Syntax Tree, and how is it created in Python? How does an AST help you write programs and projects that inspect and modify your Python code? This week on the show, Meredydd Luff, co-founder of Anvil, shares his PyCon talk, "Building a Python Code Completer."

Episode 121:Moving NLP Forward With Transformer Models and Attention

Aug 12, 2022 50m

What's the big breakthrough for Natural Language Processing (NLP) that has dramatically advanced machine learning into deep learning? What makes these transformer models unique, and what defines "attention?" This week on the show, Jodie Burchell, developer advocate for data science at JetBrains, continues our talk about how machine learning (ML) models understand and generate text.

Episode 120:Inspiring Young People to Learn Python With Mission Encodeable

Aug 05, 2022 43m

Is there someone in your life you'd like to inspire to learn Python? Mission Encodeable is a website designed to teach people to code, built by two high-school students. This week on the show, Anna and Harry Wake talk about creating their site and motivating people to start coding.

Episode 119:Natural Language Processing and How ML Models Understand Text

Jul 29, 2022 58m

How do you process and classify text documents in Python? What are the fundamental techniques and building blocks for Natural Language Processing (NLP)? This week on the show, Jodie Burchell, developer advocate for data science at JetBrains, talks about how machine learning (ML) models understand text.

Episode 118:Creating Documentation With MkDocs &When to Use a Python dict

Jul 22, 2022 54m

How do you start building your project documentation? What if you had a tool that could do the heavy lifting and automatically write large portions directly from your code? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.

Episode 117:Measuring Python Code Quality, Simplicity, and Maintainability

Jul 15, 2022 1h 6m

How maintainable is your Python code? Is it possible to hold the code for your functions in your head? When is it appropriate to use measurements in a code review? This week on the show, Reka Horvath and Ben Martineau from Sourcery are here to discuss their recent PyCon talk, "Actionable insights vs ranking:How to use and how NOT to use code quality metrics."

Episode 115:Digging Into PyScript &Preventing or Handling Python Errors

Jun 24, 2022 56m

Have you heard about PyScript? The brand-new framework has the community excited about building interactive Python applications that run entirely within the user's browser. Would you like to dig into the details beyond the "Hello World" examples? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.

Episode 114:Getting Started in Python Cybersecurity and Forensics

Jun 17, 2022 1h 1m

Are you interested in a career in security using Python? Would you like to stay ahead of potential vulnerabilities in your Python applications? This week on the show, James Pleger talks about Python information security, incident response, and forensics.

Episode 113:Build Streamlit Data Science Dashboards &Verbose Regex f-Strings

Jun 10, 2022 50m

Would you like a fast way to share your data science project results as an interactive dashboard instead of a Jupyter notebook? Streamlit is a library for creating simple web apps and dashboards using just Python. This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.

Episode 112:Managing Large Python Data Science Projects With Dask

Jun 03, 2022 46m

What do you do when your data science project doesn't fit within your computer's memory? One solution is to distribute it across multiple worker machines. This week on the show, Guido Imperiale from Coiled talks about Dask and managing large data science projects through distributed computing.

Episode 111:Questions for New Dependencies &Comparing Python Game Libraries

May 27, 2022 51m

What are the differences between the various Python game frameworks? Would it help to see a couple of game examples across several libraries to understand the distinctions? This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.

Episode 110:Advantages of Protobuf for Serialization in Python

May 20, 2022 58m

Would you like a way to send structured serialized data between different platforms and languages? What if the data was self-documenting, could automatically generate Python code, and would validate itself? This week on the show, Liran Haimovitch talks about protocol buffers and communicating with microservices through Remote Procedure Calls (RPC).

Episode 109:Start Testing Your Python with doctest &Pagination in Django

May 13, 2022 56m

Did you know you can add testing to your Python code while simultaneously documenting it? Using docstrings, you can create examples of how your functions should interact in a Python REPL and test them with the built-in doctest module. This week on the show, Christopher Trudeau is here, bringing another batch of PyCoder's Weekly articles and projects.

Episode 108:Run Python in a Browser With Pyodide &The Power of f-Strings

May 06, 2022 56m

Have you heard about the projects working toward getting Python to run in the browser? Maybe you would like to try it out for yourself, by building an interactive Python REPL with Pyodide and WebAssembly (WASM). This week on the show, Christopher Trudeau is here, and he's brought another batch of PyCoder's Weekly articles and projects.

Episode 106:Class Constructors &Pythonic Image Processing

Apr 15, 2022 58m

Do you know the difference between creating a class instance and initializing it? Would you like an interactive tour of the Python Pillow library? This week on the show, Christopher Trudeau is here, and he's brought another batch of PyCoder's Weekly articles and projects.

Episode 105:Creating Better Error Messages for Python 3.10 &3.11

Apr 08, 2022 1h 21m

What goes into creating those enhanced error messages in the latest versions of Python? How does the new PEG parser help to pinpoint where errors have occurred? This week on the show, Pablo Galindo Salgado talks about the work that goes into creating these improvements.

Episode 104:Building a Hash Table in Python and Thoughtful REST API Design

Apr 01, 2022 53m

Do you understand how a hash table works? What if you could learn about building one while practicing test-driven development? What are best practices when designing a REST API? This week on the show, Christopher Trudeau is here, and he's brought another batch of PyCoder's Weekly articles and projects.

Episode 102:Making Your Notebook Interactive and Using Python's Assert

Mar 18, 2022 47m

Would you like to build visualizations that allow your audience to play with data? How do you effectively use Python's assert statement during development? This week on the show, Christopher Trudeau is here, and he's brought another batch of PyCoder's Weekly articles and projects.

Episode 101:Tools for Setting Up Python on a New Machine

Mar 11, 2022 1h 3m

There are many ways to get Python installed on your computer. If you were going to start fresh, what tools would you use? What if you need to manage multiple versions of Python and virtual environments? What about all the additional tools that make your coding workflow complete? This week on the show, Calvin Hendryx-Parker is here to talk about bootstrapping your Python environment.

Episode 98:Drawing Fractals With Python and Working With a Weather API

Feb 18, 2022 51m

Have you been wanting to explore fractals and complex numbers in Python? Would you like to practice working with APIs in Python through a new project? This week on the show, Christopher Trudeau is here, and he's taking on the task of curating new issues of PyCoder's Weekly going forward. He'll be joining me as a cohost every other week and bringing a fresh batch of PyCoder's Weekly articles and projects.

Episode 97:Improving Your Django and Python Developer Experience

Feb 11, 2022 49m

How often have you thought about your Developer Experience (DX)? How do you improve your workflow, find documentation, and simplify code formatting? This week on the show, Adam Johnson is here to talk about his new book, "Boost Your Django DX."

Episode 96:Manipulating and Analyzing Audio in Python

Feb 04, 2022 59m

Would you like to experiment with analyzing or manipulating audio with Python? This week on the show, we have Braden Riggs from DolbyIO to discuss extracting audio features and Python libraries for reshaping audio. Braden shares techniques from his recent talk at PyData Global, "Unlocking More From Your Audio Data!"

Episode 95:What Is a JIT and How Can Pyjion Speed Up Your Python?

Jan 28, 2022 1h 6m

How can you can speed up Python? Have you thought of using a JIT (Just-In-Time Compiler)? This week on the show, we have Real Python author and previous guest Anthony Shaw to talk about his project Pyjion, a drop-in JIT compiler for CPython 3.10.

Episode 94:Designing for Users and Building a Social Network With Django

Jan 21, 2022 58m

Are you looking for a project to practice your Django skills? Designing the fundamental interactions of a social network is an instructive way to explore models and relationships while learning advanced Django skills. This week on the show, we talk with previous guest Martin Breuss about his new four-part series, "Build a Social Network With Django".

Episode 92:Continuing to Unravel Python's Syntactic Sugar With Brett Cannon

Jan 07, 2022 58m

A year ago, we had Brett Cannon on the show to discuss his blog series about unravelling Python's syntactic sugar. Brett has written 15 more entries in the series, and he returns to the show this week to continue our conversation. We dive into unravelling 'async' and 'await' statements and their relationship with Python's generators.

Episode 91:2021 Real Python Articles Wrap Up

Dec 24, 2021 1h 3m

It's been a year of change at Real Python! The Real Python team has written, edited, curated, illustrated, and produced a mountain of Python articles this year. We also added many new members to the team, updated the site's features, and created new styles of tutorials and projects.

Episode 89:Solving Advent of Code Puzzles With Python

Dec 10, 2021 57m

Are you ready to break open the first days of puzzles from the annual Advent of Code challenge? Advent of Code is an advent calendar of twenty-five programming puzzles published each December. Practicing solving puzzles is a great way to build your Python skills. This week on the show, we have previous guest and Real Python author Geir Arne Hjelle to discuss his recent article titled, "Advent of Code:Solving Your Puzzles With Python."

Episode 88:Discussing Type Hints, Protocols, and Ducks in Python

Dec 03, 2021 1h 21m

There seem to be three kinds of Python developers:those unaware of type hints or have no opinion, ones that embrace them, and others who have an allergic reaction at the mention of them. Python is famously a dynamically typed language, but there are advantages to adding type hints to your code. This week on the show, we have Luciano Ramalho to discuss his recent talk titled, "Type hints, protocols, and good sense."

Episode 87:Building a Content Aggregator and Working With RSS in Python

Nov 19, 2021 57m

Have you wanted to work with RSS feeds in Python? Maybe you're looking for a new project to build for your portfolio that uses Django, unit tests, and custom commands. This week on the show, we have Real Python author Ricky White to talk about his recent step-by-step project titled, "Build a Content Aggregator in Python."

Episode 86:The Legacy of OLPC and Charismatic Pitfalls in Teaching Programming

Nov 12, 2021 1h 22m

Do you remember the One Laptop Per Child program? What went wrong, and what can we learn from the program's failure? What are the potential pitfalls of charismatic technology, and how can we avoid them when introducing students to programming? This week on the show, former guest Al Sweigart and author Morgan Ames are here to talk about her book "The Charisma Machine - The Life, Death, and Legacy of One Laptop per Child."

Episode 85:Exploring Django Templates, Tags, and Filters

Nov 05, 2021 1h 1m

Are you getting the most out of the Django framework? It's a powerful web framework if you're not interested in reinventing the wheel. Django includes a useful template system with inheritance for composing reusable HTML. This week on the show, we have previous guest and Real Python author Christopher Trudeau to talk about his recent articles and courses about Django.

Episode 84:Creating and Manipulating PDFs in Python With borb

Oct 29, 2021 1h 1m

Have you wanted to generate PDFs from your Python project? Many of the current libraries require designing the document down at the pixel level. Would you be interested in a tool that lets you specify the page layout while it handles the specific details of laying out the text? This week on the show, we talk with Joris Schellekens about his library for creating and manipulating PDFs named borb.

Episode 83:Ready to Publish Your Python Packages?

Oct 22, 2021 1h 1m

Are you interested in sharing your Python project with the broader world? Would you like to make it easily installable using pip? How do you create Python packages that share your code in a scalable and maintainable way? This week on the show, Real Python author and former guest Dane Hillard returns to talk about his new book, "Publishing Python Packages."

Episode 82:Welcoming the CPython Developer in Residence

Oct 15, 2021 1h 32m

Earlier this year, the Python Software Foundation announced the creation of the Developer in Residence role. The first Visionary Sponsors of the PSF have provided funding for this new role for one year. What development responsibilities does this job address? This week on the show, we talk to previous guest Łukasz Langa about becoming the first CPython Developer in Residence.

Episode 81:Exploring the New Features of Python 3.10

Oct 08, 2021 54m

Python 3.10 is here! This week on the show, two former guests and Real Python authors return to talk about the new version. Geir Arne Hjelle's article was posted to the site Monday, and it's titled "Python 3.10:Cool New Features for You to Try". Christopher Trudeau's video course came out on Tuesday, and it covers the topics from the article with multiple visual examples of Python 3.10 code.

Episode 80:Make Your Python App Interactive With a Text User Interface (TUI)

Oct 01, 2021 1h 2m

Have you wanted to create a Python application that goes further than a command-line interface? You would like it to have a friendly interface but don't want to make a GUI (Graphical User Interface) or web application. Maybe a TUI (Text User Interface)would be a perfect fit for the project. This week on the show, we have Will McGugan to talk about his projects Textual and Rich.

Episode 79:Measuring Your Python Learning Progress

Sep 24, 2021 55m

Where are you along the path of learning Python? Do you feel like you're making progress? What are ways you can put the learning path into a more precise focus? This week on the show, we talk with previous guest Martin Breuss about his recent article "How Long Does It Take to Learn Python?"

Episode 78:Learning Python Through Illustrated Stories

Sep 17, 2021 48m

Are you a visual learner? Does it help to have programming concepts shared with concrete examples and images? Would you like to see if your child might be interested in programming? This week on the show, we talk with author Shari Eskenas about her books, "A Day in Code - Python:Learn to Code in Python Through an Illustrated Story" and "Learn Python Through Nursery Rhymes &Fairy Tales."

Episode 77:Advantages of Completing Small Python Projects

Sep 10, 2021 1h 9m

Are you a beginner or intermediate Python programmer who has made it through some of the fundamentals? Have you tried to tackle a big project but got stuck and frustrated? Completing some small projects might be the answer. This week on the show, we have author Al Sweigart and talk about his new book, "The Big Book of Small Python Projects."

Episode 76:Harnessing Python's math Module and Exposing Practical Pandas Functions

Sep 03, 2021 50m

How well do you know Python's math module? Maybe you've used a few of the constants or arithmetic functions. You may be surprised by the amount of functionality hiding within this built-in library, and perhaps you don't need to reach for an additional outside library. This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects.

Episode 74:Python's Assignment Expressions and Fixing a Botched Release to PyPI

Aug 20, 2021 58m

Have you started to use Python's assignment expression in your code? Maybe you have heard them called the walrus operator. Now that the controversy over the introduction in Python 3.8 has settled down, how can you use assignment expressions effectively in your code? This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects.

Episode 73:Supporting Python Open Source Projects and Maintainers

Aug 13, 2021 1h

How do you define open source software? What are the challenges an open source project and maintainers face? How do maintainers receive financial, legal, security, or other types of help? This week on the show, we have Josh Simmons from Tidelift and the Open Source Initiative to help answer these questions.

Episode 72:Starting With FastAPI and Examining Python's Import System

Aug 06, 2021 45m

Have you heard of FastAPI? An application programming interface is vital to make your software accessible to users across the internet. FastAPI is an excellent option for quickly creating a web API that implements best practices. This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects.

Episode 71:Start Using a Debugger With Your Python Code

Jul 30, 2021 1h 5m

Are you still sprinkling print statements throughout your code while writing it? Print statements are often clunky and offer only a limited view of the state of your code. Have you thought there must be a better way? This week on the show, we have Nina Zakharenko to discuss her conference talk titled "Goodbye Print, Hello Debugger."

Episode 70:What Can You Do With Python and Counting Objects Using "Counter"

Jul 23, 2021 56m

How is Python being used today, and what can you do with the language? Do you want to develop software, dive into data science and math, automate parts of your job and digital life, or work with electronics? This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects.

Episode 69:Planning a Faster Future at the Python Language Summit

Jul 16, 2021 58m

Do you wonder what the future may hold for the Python language? Are there speed improvements coming soon? What if you could be in the room while the core developers discuss Python's future? This week on the show, we have Joanna Jablonski, who was invited to the Python Language Summit 2021 as a journalist to summarize and document the event.

Episode 68:Exploring the functools Module and Complex Numbers in Python

Jul 09, 2021 55m

Are you ready to expand your Python knowledge into the intermediate to advanced territory? What tools are awaiting your discovery inside Python's functools module? This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects.

Episode 67:Securing Your Python Software Supply Chain With Dustin Ingram

Jul 02, 2021 1h 11m

How well do you know your software supply chain? When you PIP install a package, what steps can you take to minimize the risk of installing something malicious? This week on the show, we have Dustin Ingram, a director of the Python Software Foundation (PSF) and a maintainer of the Python Package Index (PyPI).

Episode 65:Expanding the International Python Community With the PSF

Jun 18, 2021 1h

The popularity of Python is continuing to grow Developers across the globe are embracing the language. How is Python being used in all of these different countries? How does an organization like the Python Software Foundation (PSF) work toward the goals in its mission statement for supporting and growing this international community? This week on the show, we have Marlene Mhangami, a PSF board member and part of the Diversity and Inclusion Work Group.

Episode 63:Create Web Applications Using Only Python With Anvil

Jun 04, 2021 1h 11m

What if you could create an application and deploy it to the web with just Python? Wouldn't it be nice to skip the additional full-stack development steps of learning three different languages in addition to Python? That's the idea behind Anvil. This week on the show, we have Meredydd Luff, co-founder of Anvil.

Episode 62:Selecting the Ideal Data Structure &Unravelling Python's "pass" and "with"

May 28, 2021 48m

How do you know you're using the correct data structure for your Python project? There are so many built into Python and even more that are importable from the collections module. This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects. We discuss a recent three-part video course on selecting the ideal data structure.

Episode 61:Scaling Data Science and Machine Learning Infrastructure Like Netflix

May 21, 2021 59m

Would you move your data science project from a laptop to the cloud? Would you also like to have snapshots of your project saved along the way so that you can go back in time or share the state of your project with another team member? This week on the show, we have Savin Goyal from Netflix. Savin is the technical lead for machine learning infrastructure at Netflix. He joins us to talk about Metaflow, an open-source tool to simplify building, managing, and scaling data science projects.

Episode 60:Building a Platform Game With Arcade and Covering Python News Monthly

May 14, 2021 54m

Did you know the Python Software Foundation is hiring! With the recent support of three Visionary Sponsors, the PSF has been able to open positions for a developer-in-residence and a Python packaging project manager. Real Python now has a monthly Python news article. Frequent guest of the show, David Amos compiles and summarizes the biggest Python news from the past month.

Episode 59:Organizing and Restructuring DjangoCon Europe 2021

May 07, 2021 53m

Are you interested in learning more about Django? Would you like to meet other professionals and learn how they are using Django? DjangoCon Europe 2021 is virtual this year, and you can join in from anywhere in the world. This week on the show, we have Miguel Magalhães and David Vaz, two of the organizers of the conference.

Episode 57:Taking the Next Step in Python Game Development

Apr 23, 2021 1h 15m

Are you interested in creating video games but feel limited in what you can accomplish within Python? Is there a platform where you can take advantage of your Python skills and provide the benefits of a dedicated game engine? This week on the show, we have Paweł Fertyk. Paweł is a Real Python author and has been creating games as Miskatonic Studio for several years now.

Episode 56:OrderedDict vs dict and Object Oriented Programming in Python vs Java

Apr 16, 2021 50m

Are you looking for a bit of order when working with dictionaries in Python? Are you aware that the Python dict has changed over the last several versions and now keeps items in order? Could you learn more about object-oriented programming in Python by comparing it to another language? This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects.

Episode 55:Getting Started With Refactoring Your Python Code

Apr 09, 2021 58m

Do you think it's time to refactor your Python code? What should you think about before starting this task? This week on the show, we have Brendan Maginnis and Nick Thapen from Sourcery. Sourcery is an automated refactoring tool that integrates into your IDE and suggests improvements to your code.

Episode 53:Improving the Learning Experience on Real Python

Mar 26, 2021 1h 10m

If you haven't visited the website lately, then you're missing out on the updates to realpython.com! The site features a completely refreshed layout with multiple sections to help you take advantage of even more great educational Python content. This week on the show, we have Dan Bader, the person behind Real Python, and all these architectural changes.

Episode 52:Connecting to MongoDB and Updates on the Python Packaging Landscape

Mar 19, 2021 45m

Have you heard about NoSQL databases, or wondered how to use one with Python? How does MongoDB store information and what packages can you use to connect this type of database to your Python project? This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects.

Episode 51:Navigating Options for Deploying Your Python Application

Mar 12, 2021 1h 3m

What goes into the decision of how to host your Python code or application in the cloud? Which technology stack is the right size for your project? This week on the show, we have Calvin Hendryx-Parker. Calvin talks about cloud hosting options, infrastructure choices, and deployment tools.

Episode 50:Consuming APIs With Python and Building Microservices With gRPC

Mar 05, 2021 53m

Have you wanted to get your Python code to consume data from web-based APIs? Maybe you've dabbled with the requests package, but you don't know what steps to take next. This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects.

Episode 49:The Challenges of Developing Into a Python Professional

Feb 26, 2021 51m

What's the difference between writing code for yourself and developing for others? What new considerations do you need to take into account as a professional Python developer? This week on the show, we talk to Dane Hillard about his book "Practices of the Python Pro".

Episode 48:Stochastic Gradient Descent and Deploying Your Python Scripts on the Web

Feb 19, 2021 1h 1m

Do you know the initial steps to get your Python script hosted on the web? You may have built something with Flask, but how would you stand it up so that you can share it with others? This week on the show, we have the previous guest Martin Breuss back on the show. Martin shares his recent article titled, "Python Web Applications:Deploy Your Script as a Flask App". David Amos also returns, and he's brought another batch of PyCoder's Weekly articles and projects.

Episode 47:Unraveling Python's Syntax to Its Core With Brett Cannon

Feb 12, 2021 1h 32m

Do you feel like you understand how Python works under the hood? What is syntactic sugar, and how much of it should be in Python? This week on the show, we have Brett Cannon. Brett is a Python core developer and he's been working on a series of articles where he is unraveling the syntax of Python. His series is a fantastic resource for those wanting to learn how Python is structured and works at its core.

Episode 46:C for Python Developers and Data Visualization With Dash

Feb 05, 2021 44m

Are you interested in building interactive dashboards with Python? How about a project that takes a flat data file all the way to a web-hosted interactive dashboard? This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects.

Episode 45:Processing Images in Python With Pillow

Jan 29, 2021 47m

Are you interested in processing images in Python? Do you need to load and modify images for your Flask or Django website or CMS? Then you most likely will be working with Pillow, the friendly fork of PIL, the Python imaging library. This week on the show, we have Mike Driscoll, who is writing a new book about image processing in Python.

Episode 44:Creating an Interactive Online Python Conference for PyCascades 2021

Jan 22, 2021 1h 4m

How do you create a virtual conference that retains the interactivity of an in-person event? What are the tools needed for talk submissions, ticketing, and live hosting? Can you find those tools written in Python? This week on the show, we have several of the organizers of the PyCascades 2021 conference. They share the process of restructuring a Python conference to meet those challenges.

Episode 43:Deep Reinforcement Learning in a Notebook With Jupylet + Gaming and Synthesis

Jan 15, 2021 1h 2m

What is it like to design a Python library for three different audiences? This week on the show, we have Nir Aides, creator of Jupylet. His new library is designed for deep reinforcement learning researchers, musicians interested in live music coding, and kids interested in learning to program. Everything is designed to run inside of a Jupyter notebook.

Episode 42:What Is Data Engineering and Researching 10 Million Jupyter Notebooks

Jan 08, 2021 55m

Are you familiar with the role data engineers play in the modern landscape of data science and Python? Data engineering is a sub-discipline that focuses on the transportation, transformation, and storage of data. This week on the show, David Amos is back, and he's brought another batch of PyCoder's Weekly articles and projects.

Episode 41:2020 Real Python Articles in Review

Dec 25, 2020 47m

It's been quite the year! The Real Python team has written, edited, curated, illustrated, and produced a mountain of Python articles this year. We also upgraded the site and membership with office hours, transcripts, this podcast, and much more. We are joined by two members of the Real Python team, David Amos and Joanna Jablonski. We wanted to share a year-end wrap-up with a collection of articles that showcase a diversity of Python topics and the quality of what our team created this year.

Episode 40:How Python Manages Memory and Creating Arrays With np.linspace

Dec 18, 2020 57m

Have you wondered how Python manages memory? How are your variables stored in memory, and when do they get deleted? This week on the show, David Amos is here, and he has brought another batch of PyCoder's Weekly articles and projects.Along with the Real Python article on Python memory management, we also talk about another article about creating even and non-even spaced arrays in Python with np.linspace.

Episode 39:Generators, Coroutines, and Learning Python Through Exercises

Dec 11, 2020 1h 5m

Have you started to use generators in Python? Are you unsure why you would even use one over a regular function? How do you use the special "send" method and the "yield from" syntax? This week on the show, we have Reuven Lerner to talk about his PyCon Africa 2020 talk titled "Generators, coroutines, and nanoservices."

Episode 38:Looping With enumerate() and Python GUIs With PyQt

Dec 04, 2020 43m

If you're coming to Python from a different language, you may not know about a useful tool for working with loops, Python's built-in enumerate function. This week on the show, David Amos is here, and he has brought another batch of PyCoder's Weekly articles and projects.Along with the Real Python article covering the details of the enumerate function, we also talk about another article about constructing Python graphical user interface elements in PyQt.

Episode 37:Teaching Python and Finding Resources for Students

Nov 27, 2020 49m

One of the best ways to learn something well is to teach it. This week on the show, we have Kelly Schuster-Paredes and Sean Tibor from the Teaching Python podcast.Sean and Kelly teach middle school students Python and share their art and science of teaching Python on their podcast. They wanted to come on the show to talk about the Real Python articles, quizzes, and other resources they use when teaching their students.

Episode 36:Sentiment Analysis, Fourier Transforms, and More Python Data Science

Nov 20, 2020 57m

Are you interested in learning more about Natural Language Processing? Have you heard of sentiment analysis? This week on the show, Kyle Stratis returns to talk about his new article titled, Use Sentiment Analysis With Python to Classify Movie Reviews. David Amos is also here, and all of us cover another batch of PyCoder’s Weekly articles and projects.

Episode 35:Security and Authorization in Your Python Web Applications

Nov 13, 2020 51m

So you built a web application in Python. Now how are you going to authorize users? Security goes beyond authentication. Who gets to do what, where, and when? This week on the show, we have Sam Scott, chief technology officer from Oso. Oso is an open-source policy engine for authorization that you embed in your application.

Episode 34:The Python Modulo Operator &Managing Data With SQLite and SQLAlchemy

Nov 06, 2020 52m

Are you ready to move beyond flat files for your data in Python? Maybe you're not sure where to start with databases and SQL. This week on the show, David Amos returns with another batch of PyCoder’s Weekly articles and projects. We cover a Real Python article about managing data with SQLite and SQLAlchemy.

Episode 33:Going Beyond the Basic Stuff With Python and Al Sweigart

Oct 30, 2020 1h 27m

You probably have heard of the bestselling Python book, "Automate the Boring Stuff with Python." What are the next steps after starting to dabble in the Python basics? Maybe you've completed some tutorials, created a few scripts, and automated repetitive tasks in your life. This week on the show, we have author Al Sweigart to talk about his new book, "Beyond the Basic Stuff with Python:Best Practices for Writing Clean Code."

Episode 32:Our New "Python Basics" Book &Filling the Gaps in Your Learning Path

Oct 23, 2020 50m

Do you have gaps in your Python learning path? If you're like me, you may have followed a completely random route to learn Python. This week on the show, David Amos is here to talk about the release of the Real Python book, "Python Basics:A Practical Introduction to Python 3". The book is designed not only to get beginners up to speed but also to help fill in the gaps many intermediate learners may still have.

Episode 31:Python Return Statement Best Practices and Working With the map() Function

Oct 16, 2020 46m

The Python return statement is such a fundamental part of writing functions. Is it possible you missed some best practices when writing your own return statements? This week on the show, David Amos returns with another batch of PyCoder’s Weekly articles and projects. We also talk functional programming again with an article on the Python map function and processing iterables without a loop.

Episode 30:Exploring the New Features of Python 3.9

Oct 09, 2020 1h 14m

Python 3.9 has arrived! This week on the show, former guest and Real Python author Geir Arne Hjelle returns to talk about his recent article, "Python 3.9:Cool New Features for You to Try". Also joining the conversation is Real Python video course instructor and author Christopher Trudeau. Christopher has created a video course, which was released this week also, based on Geir Arne's article. We talk about time zones, merging dictionaries, the new parser, type hints, and more.

Episode 29:Resolving Package Dependencies With the New Version of Pip

Oct 02, 2020 1h 9m

If you use Python, then you probably have used pip to install additional packages from the Python package index. Part of the magic behind pip is the dependency resolver, and there is a new version of it in the latest version of pip. This week on the show, we have Sumana Harihareswara and Georgia Bullen, who have been working on the recent releases of pip. Sumana is the project manager for pip, and Georgia has been working on pip's user experience (UX).

Episode 28:Using Pylance to Write Better Python Inside of Visual Studio Code

Sep 25, 2020 50m

A big decision a developer has to make is what tool to use to write code? Would you like an editor that understands Python, and is there to help with suggestions, definitions, and analysis of your code? For many developers, its the free tool, Visual Studio Code. This week on the show, we have Savannah Ostrowski, program manager for the Python Language Server and Python in Visual Studio. We discuss Pylance, a new language server with fast, feature-rich language support for Python in VS Code.

Episode 27:Preparing for an Interview With Python Practice Problems

Sep 18, 2020 47m

What is an effective way to prepare for a Python interview? Would you like a set of problems that increase in difficulty to practice and hone your Python skills? This week on the show, we have Jim Anderson to talk about his new Real Python article, "Python Practice Problems:Get Ready for Your Next Interview." This article provides several problems, which include skeleton code, unit tests, and solutions for you to compare your work.

Episode 26:5 Years Podcasting Python With Michael Kennedy:Growth, GIL, Async, and More

Sep 11, 2020 1h 27m

Why is Python pulling in so many new programmers? Maybe some of that growth is from Python being a full-spectrum language. This week on the show we have Michael Kennedy, the host of the podcast "Talk Python to Me". Michael reflects on five years of podcasting about Python, and many of the changes he has seen in the Python landscape.

Episode 25:Data Version Control in Python and Real Python Video Transcripts

Sep 04, 2020 1h

Wouldn't it be nice to a use a form of version control for data? Something that would allow you to track and version your datasets and models. Well, that's what the tool called DVC is designed to do. This week on the show, David Amos is here and he's brought another batch of PyCoder’s Weekly articles and projects.

Episode 24:Options for Packaging Your Python Application:Wheels, Docker, and More

Aug 28, 2020 1h 14m

Have you wondered, how should I package my Python code? You've written the application, but now you need to distribute it to the machines it's intended to run on. It depends on what the code is, the libraries it depends on, and with whom do you want to share it. This week on the show we have Itamar Turner-Trauring, creator of the website pythonspeed.com. We discuss his article "Options for Packaging Your Python Code:Wheels, Conda, Docker, and More," covering the how of sharing your code.

Episode 23:Python Wheels and Pass by Reference in Python

Aug 21, 2020 1h 4m

Have you wondered what Python wheels are? How are they used to package Python code? Does Python use pass by value or pass by reference? This week on the show, David Amos is here to help answer these questions, and he has brought another batch of PyCoder’s Weekly articles and projects.

Episode 22:Create Cross-Platform Python GUI Apps With BeeWare

Aug 14, 2020 1h 23m

Do you want to distribute your Python applications to other users who don't have or even use Python? Maybe you're interested in seeing your Python application run on iOS or Android mobile devices. This week on the show we have Russell Keith-Magee, the founder and maintainer of the BeeWare project. Russell talks about Briefcase, a tool that converts a Python application into native installers on macOS, Windows, Linux, and mobile devices.

Episode 20:Building PDFs in Python with ReportLab

Jul 31, 2020 53m

Have you wanted to generate advanced reports as PDFs using Python? Maybe you want to build documents with tables, images, or fillable forms. This week on the show we have Mike Driscoll to talk about his book "ReportLab - PDF Processing with Python."

Episode 19:Advanced Python Import Techniques and Managing Users in Django

Jul 24, 2020 51m

Would you like to clearly understand what's happening when you use the Python import keyword? Do you want to use modules more effectively to structure your code? Or maybe you're ready to move to the next level with your Django project by adding user management. This week on the show, David Amos is back with another batch of PyCoder's Weekly articles and projects.

Episode 18:Ten Years of Flask:Conversation With Creator Armin Ronacher

Jul 17, 2020 1h 17m

This week on the show we have Armin Ronacher to talk about the first 10 years of Flask. Armin talks about the origins of Flask and the components that make up the framework. He talks about what goes into documenting a framework or API. He also talks about the community working on the ongoing development of Flask.

Episode 17:Linear Programming, PySimpleGUI, and More

Jul 10, 2020 49m

Are you familiar with linear programming, and how it can be used to solve resource optimization problems? Would you like to free your Python code from a clunky command line and start making convenient graphical interfaces for your users? This week on the show, David Amos is back with another batch of PyCoder's Weekly articles and projects.

Episode 16:Thinking in Pandas:Python Data Analysis the Right Way

Jul 03, 2020 1h 2m

Are you using the Python library Pandas the right way? Do you wonder about getting better performance, or how to optimize your data for analysis? What does normalization mean? This week on the show we have Hannah Stepanek to discuss her new book "Thinking in Pandas".

Episode 15:Python Regular Expressions, Views vs Copies in Pandas, and More

Jun 26, 2020 44m

Have you wanted to learn Regular Expressions in Python, but don't know where to start? Have you stumbled into the dreaded pink SettingWithCopyWarning in Pandas? This week on the show, we have David Amos from the Real Python team to discuss a recent two-part series on Regex in Python. We also talk about another recent article on the site about views vs copies in Pandas. David also brings a few other articles and projects from the wider Python community for us to discuss.

Episode 14:Going Serverless with Python

Jun 19, 2020 54m

Would you like to run your Python code in the cloud without having to become an infrastructure engineer? Do you want to have Python functions that run when triggered by specific events? This week on the show we have Anthony Chu to discuss serverless computing and running python functions in the cloud. Anthony Chu is program manager for Microsoft's Azure Functions.

Episode 13:PDFs in Python and Projects on the Raspberry Pi

Jun 12, 2020 45m

Have you wanted to work with PDF files in Python? Maybe you want to extract text, merge and concatenate files, or even create PDFs from scratch. Are you interested in building hardware projects using a Raspberry Pi? This week on the show we have David Amos from the Real Python team to discuss his recent article on working with PDFs. David also brings a few other articles from the wider Python community for us to discuss.

Episode 12:Web Scraping in Python:Tools, Techniques, and Legality

Jun 05, 2020 50m

Do you want to get started with web scraping using Python? Are you concerned about the potential legal implications? What are the tools required and what are some of the best practices? This week on the show we have Kimberly Fessel to discuss her excellent tutorial created for PyCon 2020 online titled "It's Officially Legal so Let's Scrape the Web."

Episode 11:Advice on Getting Started With Testing in Python

May 29, 2020 58m

Have you wanted to get started with testing in Python? Maybe you feel a little nervous about diving in deeper than just confirming your code runs. What are the tools needed and what would be the next steps to level up your Python testing? This week on the show we have Anthony Shaw to discuss his article on this subject. Anthony is a member of the Real Python team and has written several articles for the site.

Episode 10:Python Job Hunting in a Pandemic

May 22, 2020 1h 19m

Do you know someone in the Python community who recently was let go from their job due to the pandemic? What does the job landscape currently look like? What are skills and techniques that will help you in your job search? This week we have Kyle Stratis on the show to discuss how he is managing his job search after just being let go from his data engineering job. Kyle is a member of the Real Python team and has written several articles for the site.

Episode 9:Leveling Up Your Python Literacy and Finding Python Projects to Study

May 15, 2020 1h 16m

In your quest to become a better developer, how do you find Python code that is at your reading level? What are good code bases or projects to study? What are the things holding you back from leveling up your Python literacy? This week we have Cecil Phillip on the show to discuss all of these common questions. Cecil is a Senior Cloud Advocate at Microsoft.

Episode 8:Docker + Python for Data Science and Machine Learning

May 08, 2020 55m

Docker is a common tool for Python developers creating and deploying applications, but what do you need to know if you want to use Docker for data science and machine learning? What are the best practices if you want to start using containers for your scientific projects? This week we have Tania Allard on the show. She is a Sr. Developer Advocate at Microsoft focusing on Machine Learning, scientific computing, research and open source.

Episode 5:Exploring CircuitPython

Apr 17, 2020 1h 3m

Have you ever wanted to explore using Python with electronics? CircuitPython is a great platform to get started with. This week we have Thea Flowers on the show. Thea has been creating several hardware projects based around CircuitPython, and she talks about getting started on the platform.

Episode 4:Learning Python Through Errors

Apr 10, 2020 1h 10m

Do you get upset and frustrated when you experience errors running your Python code? This week we have Martin Breuss on the show. We discuss how to learn Python *through* errors, and how errors really are your friends.

Episode 2:Learn Python Skills While Creating Games

Mar 27, 2020 55m

Is game programming a good way to develop your Python programming skills? This week we have Jon Fincher on the show. Jon is an author on the Real Python team, and we talk about his recent articles on PyGame and Arcade.

Episode 1:Python Decorators and Writing for Real Python

Mar 20, 2020 50m

Do you want to learn more about Python decorators? Have you ever wondered what goes on behind the scenes to create a Real Python article? In this first episode, We have Geir Arne Hjelle from the Real Python team on the show.

Episode 0:About the Show

Mar 06, 2020 2m

A weekly Python podcast hosted by Christopher Bailey with interviews, coding tips, and conversation with guests from the Python community.