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Tagged “Machine Learning”
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Python Developer News: Vendorize, WeakRef, and Security
In this episode, the hosts explore strategies for software development, including the use of python-vendorize to manage small dependencies through direct inclusion. They delve into the weakref library for memory-efficient data structures a…
26m 16s -
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 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 -
Python Updates: Django 4, Py Launcher & AI Transformers
This episode covers major milestones in the Python ecosystem, beginning with the release of Django 4.0, which enforces compatibility with newer Python versions and adds significant database functional constraints. The team discusses the pr…
40m 25s -
Python Byte-Sized Innovation: Testing, Tooling, and Tech
In this episode, Michael Kennedy, Brian Okken, and guest Preyson Daniel dive into a collection of powerful tools that streamline the Python development lifecycle. The trio discusses the rise of Nox as a superior, Pythonic alternative to To…
41m 52s -
Python Tools for Security, Testing, and Productivity
This episode of Python Bytes explores a range of practical tools for the modern developer, starting with Fickling, a security tool for analyzing potentially dangerous Python pickle files. The team dives into productivity enhancers like dir…
37m 12s -
Python Byte-Size: SQLModel, GitHub.dev, and Productivity Tools
Episode 247 of Python Bytes explores exciting updates for Python developers, featuring tools to boost efficiency and simplify complex workflows. The team introduces WakePy for managing system power during long tasks and showcases the new g…
46m 12s -
Python Packaging, Kubernetes Security, and Redis AI
This episode covers a wide range of essential topics for the modern developer, starting with best practices for creating high-quality Python packages. The discussion quickly pivots to infrastructure security, focusing on Kubernetes auditin…
43m 34s -
Python Podcast: AWS Simple, Coverage.py, JAX, and Security
In this episode, the hosts are joined by special guest Calvin Hendricks-Parker to explore several critical topics in the Python ecosystem. They analyze the AWS Simple library as a user-friendly wrapper for AWS services and discuss the prac…
37m 58s -
Python Data Science, Hardware, and Cloud Collaboration
In this episode, the hosts dive into a diverse range of technical topics, starting with an analysis of Kickstarter success using Python data science tools. The conversation transitions into GPU-accelerated machine learning on non-NVIDIA ha…
31m 08s -
Python 3.9 Features, Jupyter Black, and Anti-Patterns
This episode focuses on several key updates in Python 3.9, including new dictionary operators, string prefix/suffix cleanup, and expanded type hinting capabilities. We also dive into developer productivity tools like Jupyter Black for easi…
33m 24s -
Python Developer Trends, Modern Best Practices & AI Music
Episode 182 of Python Bytes offers a detailed review of the 2019 Python Developers Survey, highlighting shifting industry trends like the prominence of data science, the decline of legacy Python 2, and the rise of containerization. The epi…
25m 52s -
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 3.8 Launch, C Extensions, and Cybersecurity
This episode covers the launch of Python 3.8 and the critical importance of finally migrating away from Python 2, as highlighted by the NCSC. The hosts discuss the technical process of building C extension modules for performance and OS-le…
26m 57s -
Python Environments, NLP Courses, and AI Voice Ethics
In this episode, the hosts and guest Ines Montani dive into a practical look at Python development tools, specifically highlighting the benefits of pyenv, pipx, and pipenv for better environment management. The conversation transitions int…
38m 42s -
Python Ecosystem Trends: R, Python 3, and Modern Tips
This episode of Python Bytes covers the dramatic shift in programming popularity, where Python has cemently surpassed R as the go-to language for both software development and data science. The hosts dive into technical nuances, including …
32m 24s -
Python Bytes: ML Visualization, IoT in VS Code & Core Dev
This episode of Python Bytes explores a variety of cutting-edge tools and community topics. Key discussions include the impressive Deoldify project which uses deep learning to colorize vintage photos, and the PlatformIO IDE which brings ad…
24m 15s -
Python Engineering Insights: Machine Learning to Bytecode
Episode 81 of Python Bytes explores diverse technical paths for developers. The hosts highlight intuitive learning tools like Hello TensorFlow and Google's machine learning crash course to demystify complex concepts. They delve into practi…
17m 00s -
Python Bytes Episode 74: Community, Data, and Tools
In episode 74 of Python Bytes, Michael Kennedy, Brian Akin, and guest Matt Harrison explore the thriving state of the Python ecosystem. The conversation covers the vital importance of engaging with open source projects to boost career pros…
24m 51s -
Python Tools: Cookiecutter, Wagtail, and PeeWee ORM
In this episode, Michael Kennedy and Brian Ocken explore several powerful tools for the Python ecosystem. They discuss the new online Cookiecutter generator for rapid project scaffolding and examine the latest update to Wagtail 2.0, a robu…
15m 51s -
Python Memory Management, Async Tools, and Security
This episode covers a range of essential Python topics, starting with Instagram's innovative use of GC Freeze in Python 3.7 to manage memory in large-scale deployments. The discussion transitions to practical tools: SpeechPy for audio proc…
25m 39s -
Python Development Updates: Pico, CoreML, and Pipenv
This episode covers a range of essential Python-related topics, starting with the micro-framework Pico, which simplifies web development for non-web developers. The hosts discuss the integration of machine learning in macOS via Core ML and…
19m 33s -
Python Developer News: In-Database ML and Open Source
Episode 25 of Python Bytes explores significant advancements in the Python ecosystem. Microsoft has introduced in-database machine learning for SQL Server, allowing for high-performance Python execution without process boundaries. The epis…
17m 53s -
Python Updates: AsyncIO, Future Trends, and Desktop Apps
This episode of Python Bytes covers a variety of forward-looking and practical topics within the Python community. The hosts begin by exploring the AsyncIO coroutines through the highly recommended 500 Lines or Less project, supplemented b…
23m 39s
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