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Tagged “Data Science”
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Python Ecosystem Trends, Stats, and Tooling Updates
In this episode, Michael and Brian explore the current landscape of the Python ecosystem. They discuss findings from the latest PSF JetBrains survey, highlighting the massive influx of developers with less than two years of experience and …
31m 24s -
Python Language Summit 2025, Cognitive Complexity, and Tools
Episode 437 covers vital updates from the Python Language Summit 2025, including the path forward for free-threaded Python and better mobile support. The discussion shifts to the challenges of using Python properties with modern type check…
34m 28s -
Python Packaging, Caddy Web Server, and PEP Updates
This episode focuses on enhancing development workflows and keeping up with the evolving Python ecosystem. Key discussions include mastering Git commit messages to improve project history, the utility of the Caddy web server for simplified…
31m 00s -
Django CLI, Unicorn Framework, and Python Trends 2024
This episode covers essential updates in the Python ecosystem. We explore a new project to shorten the Django CLI, providing a more intuitive command experience. We discuss Django Unicorn, a reactive framework enabling server-side componen…
29m 45s -
Python Data Dashboards, Education, and DevOps Tools
Episode 405 of Python Bytes highlights modern tools for data science and web development. The hosts discuss Briefer, an open-source platform that bridges the gap between data notebooks and interactive dashboards. They also feature a browse…
22m 43s -
Python Bytes Episode 402: Arch Decisions, Narwhals & AI
Episode 402 of Python Bytes covers a diverse range of technical and industry topics. The hosts discuss the benefits of utilizing Architecture Decision Records (ADRs) to document technical project changes in Markdown. They highlight Narwhal…
33m 21s -
Python Virtual Environments & 2024 Developer Insights
This episode covers a wide array of topics starting with the enduring utility of Python virtual environments in Docker containers. We analyze the 2023 Python Developer Survey, highlighting the rise of data science, the continued growth of …
42m 37s -
Python Bytes Episode 397: PyAwaitable and Data Tooling
Episode 397 covers a variety of new tools for the Python ecosystem, starting with PyAwaitable, a project that enables C extensions to handle async Python functions natively. The hosts also discuss using Plotnine for high-quality data visua…
22m 21s -
PSF Election Results, Security Incidents, and Tools
In this episode of Python Bytes, Michael and Brian cover the recent PSF board election results, where new members were welcomed and significant bylaw changes were successfully adopted. The discussion highlights a critical security incident…
25m 44s -
Python Updates: NumPy 2.0, Uvicorn & Jupyter releases
Episode 386 of Python Bytes highlights major developments in the Python community. NumPy 2.0 is set for release on June 16th, featuring significant breaking changes and a dedicated migration guide supported by the ruff tool. Uvicorn has in…
21m 00s -
Python 3.12 Release, Developer Survey, and Scientific Python News
This episode focuses on the recent release of Python 3.12, detailing its major improvements including enhanced F-strings, new type parameter syntax, and the innovative approach to interpreters via the GIL. The hosts explore the latest Pyth…
35m 15s -
Python Updates: JupyterLab 4, Struct Proposals, and More
In this episode, Michael and Brian explore the latest in the Python world, beginning with Python-GUIs.com, a repository for interface development. They dive deep into the major features of the JupyterLab 4.0 release, emphasizing performanc…
31m 09s -
Essential Python Libraries and Tooling Insights
This episode of Python Bytes covers essential developer resources, beginning with a deep dive into utility libraries like Boltons, Validators, and the widely loved TQDM for command-line progress. The hosts explore the Polars ecosystem as a…
28m 28s -
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 Bytes: Optional GIL, FerretDB, and Coding Tips
This episode of Python Bytes covers the groundbreaking PEP 703, proposing an optional GIL for CPython 3.12 to unlock performance for multi-threaded applications. The hosts discuss the technical challenges and optimizations behind this, inc…
39m 38s -
Python AI Tools, Visualization, and Floating Point Risks
This episode of Python Bytes navigates the intersection of emerging AI productivity tools and the practical challenges of modern software development. Michael and Brian discuss how platforms like Amazon CodeWhisperer are redefining how dev…
33m 02s -
Python Performance Gains, Survey Results, and Polars
This episode covers the impressive performance benchmarks of Python 3.11, which is delivering significant speed improvements. The hosts examine key insights from the 2021 Python Developers Survey, highlighting shifting trends in web framew…
33m 05s -
Python Updates: CPython Speed, No-GIL, and Tooling
In this episode, the team discusses key insights from the 2022 Python Language Summit, including the ambitious roadmap for CPython performance improvements, the ongoing evaluation of the no-GIL transition, and the future of sub-interpreter…
41m 12s -
Python in Science, Dashboards, and CLI Tools
This episode covers a range of practical Python topics, starting with the surprising dominance of Python in scientific computing, where it outpaces older languages by balancing high-level abstraction with efficient C-based execution. The h…
37m 36s -
Python F-Strings, OpenBB Terminal, and Packaging Tools
This episode explores diverse aspects of the Python ecosystem, starting with intermediate F-string features and powerful new documentation resources. We examine the rise of OpenBB, an impressive open-source investment terminal built on Pyt…
41m 52s -
Python Tools for Security, Documentation, and Data
In this episode, Michael Kennedy, Brian Akin, and guest Ian Hellen explore essential tools for Python developers. The conversation ranges from the power of Jupyter Notebooks in cybersecurity via the MysticPy library to practical utility to…
45m 04s -
Optimizing Python Games and Mastering Concurrency
This episode of Python Bytes covers a variety of essential developer topics, starting with the optimization of Pygame loops to prevent performance issues like CPU spinning and screen tearing. The hosts dive into the power of SQLAlchemy, hi…
47m 25s -
Python Development: Jupyter Physics, Security, and Tips
In episode 264 of Python Bytes, the team explores diverse topics including building physics games in Jupyter using Box2D, implementing Canary Tokens for improved security monitoring, and automating legacy desktop applications with AutoGUI …
53m 02s -
Django 4.0, Code Minifiers, and Addressing Tech Debt
In this episode, the team discusses the new features in Django 4.0 and the broader trend of dropping support for aging Python versions. They explore unique development tools, including a Python minifier for memory-constrained environments,…
50m 07s
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