Data Version Control in Python and Real Python Video Transcripts

Data Version Control in Python and Real Python Video Transcripts

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.

Episoder(271)

Building Python Unit Tests & Exploring a Data Visualization Gallery

Building Python Unit Tests & Exploring a Data Visualization Gallery

How do you start adding unit tests to your Python code? Can the built-in unittest framework cover most or all of your needs? Christopher Trudeau is back on the show this week, bringing another batch of PyCoder's Weekly articles and projects.

31 Mai 202442min

Considering Accessibility & Assistive Tech as a Python Developer

Considering Accessibility & Assistive Tech as a Python Developer

What's it like to learn Python as a visually impaired or blind developer? How can you improve the accessibility of your Python web applications and learn current guidelines? This week on the show, Real Python community member Audrey van Breederode discusses her programming journey, web accessibility, and assistive technology.

17 Mai 20241h 1min

Querying OpenStreetMaps via API & Lazy Evaluation in Python

Querying OpenStreetMaps via API & Lazy Evaluation in Python

Would you like to get more practice working with APIs in Python? How about exploring the globe using the data from OpenStreetMap? Christopher Trudeau is back on the show this week, bringing another batch of PyCoder's Weekly articles and projects.

10 Mai 202453min

Embarking on a Relaxed and Friendly Python Coding Journey

Embarking on a Relaxed and Friendly Python Coding Journey

Do you get stressed while trying to learn Python? Do you prefer to build small programs or projects as you continue your coding journey? This week on the show, Real Python author Stephen Gruppetta is here to talk about his new book, "The Python Coding Book."

3 Mai 20241h 4min

Pydantic Data Validation & Python Web Security Practices

Pydantic Data Validation & Python Web Security Practices

How do you verify and validate the data coming into your Python web application? What tools and security best practices should you consider as a developer? Christopher Trudeau is back on the show this week, bringing another batch of PyCoder's Weekly articles and projects.

26 Apr 202459min

Decoupling Systems to Get Closer to the Data

Decoupling Systems to Get Closer to the Data

What are the benefits of using a decoupled data processing system? How do you write reusable queries for a variety of backend data platforms? This week on the show, Phillip Cloud, the lead maintainer of Ibis, will discuss this portable Python dataframe library.

19 Apr 20241h 9min

Avoiding Error Culture and Getting Help Inside Python

Avoiding Error Culture and Getting Help Inside Python

What is error culture, and how do you avoid it within your organization? How do you navigate alert and notification fatigue? Hey, it's episode #200! Real Python's editor-in-chief, Dan Bader, joins us this week to celebrate. Christopher Trudeau also returns to bring another batch of PyCoder's Weekly articles and projects.

12 Apr 20241h 5min

Leveraging Documents and Data to Create a Custom LLM Chatbot

Leveraging Documents and Data to Create a Custom LLM Chatbot

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 database? This week on the show, Calvin Hendryx-Parker is back to discuss developing an AI-powered, Large Language Model-driven chat interface.

5 Apr 20241h 8min

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