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https://realpython.com/podcasts/rpp/167/ Episode #167: Exploring pandas 2.0 & Targets for Apache Arrow – The Real Python Podcast 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?... the real python podcast apache arrow episode exploring pandas https://realpython.com/podcasts/rpp/249/ Episode #249: Going Beyond requirements.txt With pylock.toml and PEP 751 – The Real Python Podcast What is the best way to record the Python dependencies for the reproducibility of your projects? What advantages will lock files provide for those projects?... the real python podcast going beyond episode https://realpython.com/podcasts/rpp/242/ Episode #242: Eric Matthes: Maybe Don't Start With Unit Tests – The Real Python Podcast Should you always start testing your code with unit tests? When does it make sense to look at integration or end-to-end testing as a first step instead? This... the real python podcast unit tests https://realpython.com/podcasts/rpp/121/ Episode #121: Moving NLP Forward With Transformer Models and Attention – The Real Python Podcast What's the big breakthrough for Natural Language Processing (NLP) that has dramatically advanced machine learning into deep learning? What makes these... the real python podcast transformer models episode moving nlp https://realpython.com/podcasts/rpp/278/ Episode #278: PyCoder's Weekly 2025 Top Articles & Hidden Gems – The Real Python Podcast PyCoder's Weekly included over 1,500 links to articles, blog posts, tutorials, and projects in 2025. Christopher Trudeau is back on the show this week to help... the real python podcast top articles hidden gems episode weekly https://realpython.com/podcasts/rpp/266/ Episode #266: Dangers of Automatically Converting a REST API to MCP – The Real Python Podcast When converting an existing REST API to the Model Context Protocol, what should you consider? What anti-patterns should you avoid to keep an AI agent’s context... the real python podcast rest api episode dangers automatically https://realpython.com/podcasts/rpp/17/ Episode #17: Linear Programming, PySimpleGUI, and More – The Real Python Podcast 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... the real python podcast linear programming and more episode pysimplegui https://realpython.com/podcasts/rpp/227/ Episode #227: New PEPs: Template Strings & External Wheel Hosting – The Real Python Podcast Have you wanted the flexibility of f-strings but need safety checks in place? What if you could have deferred evaluation for logging or avoiding injection... the real python podcast template strings episode new peps https://ifttt.com/the_real_python_podcast The Real Python Podcast Integrations - Connect Your Apps with IFTTT the real python podcast your apps with ifttt integrations connect https://realpython.com/podcasts/rpp/274/ Episode #274: Preparing Data Science Projects for Production – The Real Python Podcast How do you prepare your Python data science projects for production? What are the essential tools and techniques to make your code reproducible, organized, and... the real python podcast data science projects for production episode preparing https://realpython.com/podcasts/rpp/199/ Episode #199: Leveraging Documents and Data to Create a Custom LLM Chatbot – The Real Python Podcast How do you customize a LLM chatbot to address a collection of documents and data? What tools and techniques can you use to build embeddings into a vector... the real python podcast documents and data to create https://realpython.com/podcasts/rpp/190/ Episode #190: Great Starting Points for Contributing to Open Source – The Real Python Podcast What's it like to sit down for your first developer sprint at a conference? How do you find an appropriate issue to work on as a new open-source contributor?... contributing to open source the real python podcast starting points episode great https://realpython.com/podcasts/rpp/147/ Episode #147: Django Deployment Strategies & Preparing for PyCascades 2023 – The Real Python Podcast 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... the real python podcast django deployment preparing for episode strategies https://realpython.com/podcasts/rpp/169/ Episode #169: Improving Classification Models With XGBoost – The Real Python Podcast 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... the real python podcast episode improving classification models https://realpython.com/podcasts/rpp/283/ Episode #283: Improving Your GitHub Developer Experience – The Real Python Podcast What are ways to improve how you're using GitHub? How can you collaborate more effectively and improve your technical writing? This week on the show, Adam... the real python podcast developer experience episode improving github https://realpython.com/podcasts/rpp/285/ Episode #285: Exploring MCP Apps & Adding Interactive UIs to Clients – The Real Python Podcast How can you move your MCP tools beyond plain text? How do you add interactive UI components directly inside chat conversations? This week on the show, Den... the real python podcast mcp apps episode exploring adding https://realpython.com/podcasts/rpp/250/ Episode #250: DjangoCon Europe 2025: Live Recording From Dublin – The Real Python Podcast What goes into making video courses at Real Python? How should you build an installable Django application? Christopher Trudeau is back on the show this week,... the real python podcast djangocon europe live recording episode dublin https://realpython.com/podcasts/rpp/277/ Episode #277: Moving Towards Spec-Driven Development – The Real Python Podcast What are the advantages of spec-driven development compared to vibe coding with an LLM? Are these recent trends a move toward declarative programming? This... the real python podcast episode moving towards spec