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Tagged “Pandas”
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Python Updates: PEPs, Pandas 3.0, and Tabloid Language
Episode 461 of Python Bytes covers a variety of updates for the Python ecosystem. Key technical topics include the introduction of PEP 798 for unpacking in comprehensions, the acceptance of PEP 810 for explicit lazy imports, and the upcomi…
28m 50s -
Pandas Updates, Agentic Coding, and UV Tooling
This episode explores the latest developments in the Python ecosystem, starting with the addition of a more efficient pd.call syntax in Pandas. Michael and Brian delve deep into the world of agentic AI, specifically examining Klein, an ope…
32m 55s -
Python Data Classes, PigWalker, and VS Code Tips
This episode of Python Bytes covers a variety of developer tools and modern Python practices. The hosts explore the potential evolution of Python data classes into a built-in language feature and introduce PygWalker, a tool that brings Tab…
33m 26s -
Python Data Performance, FastAPI Filters & Decorators
Episode 325 of Python Bytes dives into high-performance data handling, comparing the efficiency of Apache Arrow and Parquet against standard CSVs. The hosts also discuss the declarative nature of FastAPIFilter for API development, while hi…
39m 32s -
Python Updates: Markdown, Pandas Sketch, and Pro-Tips
Episode 320 of Python Bytes covers essential developer news and productivity tools. The hosts discuss the shift to Markdown-it-py for better markdown support and introduce Sketch, a powerful tool that enables natural language querying of p…
28m 26s -
Python Developer Tools & Tips: PyTest 7, Airflow & More
This episode of Python Bytes covers a wide range of practical tools for developers. The hosts explore the upcoming features in PyTest 7, such as better fixturing and floating-point comparison, and introduce Pandas Tutor as a visual aid for…
43m 06s -
Python Insights: PyPI Changes, JIT Compilers & SQL Tools
In this episode, we dive into the latest updates in the Python ecosystem with guest Renee Teet. We explore the PyPI-changes tool for monitoring dependencies and discuss the controversial potential for late-bound function arguments in Pytho…
47m 24s -
Python 3.10, Popularity, and Developer Tools
In this episode, Michael Kennedy, Brian Akin, and guest Mohamed Raza discuss a variety of essential Python updates. They highlight the importance of quoting Python 3.10 in YAML configurations to avoid floating-point interpretation errors a…
31m 02s -
Python Development: Subclassing, AI Tools, and Data Libraries
In this episode, the hosts dive deep into software architecture, focusing on the nuances of composition versus inheritance in Python. They explore Klib for automated Pandas dataframe cleaning and Facebook's Cats library for advanced time s…
51m 58s -
Python Data Science, Tooling & Debugging Insights
This episode covers essential tools for modern Python developers, focusing heavily on data science and efficient workflow automation. The discussion explores the intersection of SQL and Pandas for data analysis, the use of FSSpec for cloud…
47m 07s -
Python Flask 2.0 Updates, Faster CPython, and AI Ethics
This episode covers the major technical shift in Flask 2.0, detailing its new async capabilities and developer-friendly syntax. The team dives into the ambitious plan by Guido van Rossum and Microsoft to make CPython significantly faster b…
46m 05s -
Python Data Science, Testing, and Security Insights
In this episode of Python Bytes, the team and guest Hannah Stepnick dive into the current state of the Python data science ecosystem, revealing insights from 10 million Jupyter notebooks. The conversation covers the internal architecture o…
47m 27s -
Python Tooling: PDM, Copier, Pandarell, IceCream & HTMX
This episode covers essential tools for modern Python development. We discuss PDM and the potential of local dependency management under PEP 582. The discussion highlights Copier as a powerful alternative to Cookiecutter for managing proje…
39m 12s -
Python Development: Django, Wheels, and Design Patterns
This episode covers a range of essential Python topics, beginning with a technical debate on whether Django databases should remain strictly agnostic or be tailored for specific performance. The hosts delve into the internals of CPython, e…
31m 05s -
Python Data Tools, Virtual Environments, and PyProjects
In this episode, Michael Kennedy and Brian Okken dive into essential Python tools and upcoming infrastructure changes. They spotlight Side Table for more efficient data exploration in Pandas and Tabulate for creating clean, professional-lo…
24m 51s -
Data Visualization, Mobile Python, and Testing Tools
This episode of Python Bytes covers a variety of essential tools for the Python ecosystem. The hosts explore Detail for interactive data analysis, alongside Carnets, which brings full-featured Jupyter Notebooks to iPad and iPhone without n…
25m 44s -
Python Tooling, Data Science Ethics, and Deep Learning
In this episode, we dive into modern Python development, focusing on convenient CLI libraries like Typer and Clize, and production-grade configuration for uWSGI. We also explore the ethical challenges in data science, detailing a major sca…
28m 30s -
Python Byte-Sized News: Type Hints, Executables & Data
This episode of Python Bytes covers a variety of essential topics to boost your development workflow. The hosts emphasize the growing importance of Type Hints for better IDE support and code clarity, while also providing practical tips for…
28m 43s -
Python Tools for Validation, Testing, and Cleanup
Episode 157 of Python Bytes covers a variety of essential tools for the modern Python ecosystem. The hosts dive into Pydantic, a powerful library for data validation that uses Python type annotations, and discuss the exciting updates to Co…
23m 32s -
Python Legacy Migrations, Typing, and Automation Tools
In this episode, we explore the monumental challenge of migrating millions of lines of legacy Python code at massive scale, drawing lessons from financial industry giants. We dive into the practical utility of new language features like Ty…
26m 01s -
Python Updates: Friendly Tracebacks, Data Analysis & Tools
Episode 145 dives into key Python developments and community research. The discussion features Friendly Traceback, a tool designed to demystify complex error messages for students. Insights from the 2019 Pandas User Survey reveal the shift…
34m 24s -
Python Standard Library Debates and Packaging Trends
This episode of Python Bytes covers the nuanced debate surrounding the future size and scope of the Python standard library, with discussions on potentially moving towards a curated, modular distribution. The hosts explore new advancements…
28m 33s -
Python Tools: NB Grader, Profanity Filtering, and Dependency Injection
Episode 112 of Python Bytes covers a variety of practical tools and architectural discussions. The show introduces NB Grader for automated Jupyter Notebook assignments and the impressively fast profanity-check library for content moderatio…
28m 47s -
Optimizing Python Workflows and Django Insights
In this episode, we dive into tools for cleaner code and better security. We explore PyJanitor, a library that provides a fluent API for easier Pandas data manipulation, and discuss James Powell's insightful PyData presentation on masterin…
21m 51s -
Python Byte-Sized News: Numba, Pip 10, and Pandas
In this episode, Michael Kennedy and Brian Akin discuss essential updates for the Python community. Key topics include the performance benefits of using Numba for numerical tasks, the major release of pip 10, and the successful migration o…
19m 51s
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