Blackfire - Debugging Performance
Discover techniques for optimizing Django application performance using Blackfire. Learn to analyze resource consumption, meet performance budgets, and seamlessly integrate performance testing across development stages.
Getting an Edge with Network Analysis with Python
Explore network analysis with Python to uncover hidden connections in everyday interactions, from social media to transportation, and gain insights into their impact on our lives.
Your App Is Async So Take Advantage of It for Development
Explore how Python's async capabilities enable real-time app inspection, remote REPLs, and graphical visualizations for enhanced development and debugging experiences.
Dask-SQL - Empowering Pythonistas for Scalable End-to-End Data Engineering
Explore dask-sql for Python-based SQL data extraction from enterprise datalakes, enabling seamless integration with PyData tools for machine learning, analytics, and data transformation workflows.
What We Learned from Papermill to Operationalize Notebooks
Explore notebook automation with Papermill, learning parameterization techniques and execution strategies to enhance troubleshooting pipelines and empower on-call developers.
Restarting Pyjion - A General Purpose JIT for Python - Is It Worth It?
Explore the revival of Pyjion, a JIT compiler for CPython, and its potential for significant performance gains. Learn about design ideas, optimizations, and future prospects for Python JIT compilation.
Narrative-Focused Video Games Development with Ren'Py - An Open Source Engine
Explore narrative-focused game development using Ren'Py, an open-source engine for visual novels. Learn about industry insights, Python integration, and creating commercial games as an indie developer.
Event-Driven Applications - Apache Kafka and Python
Explore event-driven applications using Apache Kafka and Python. Learn about Kafka's capabilities, integration techniques, and real-time data streaming for modern application development.
Creating Extensible Workflows with Off-Label Use of Python
Discover how to create flexible yet constrained workflow systems using Python's type annotations, coroutines, and dataclasses for extensible APIs in data processing, ETL, CI/CD, and more.
CHARLAS / Luis Conejo / GitHub Classroom: Una herramienta simple para la enseñanza de Python
Descubre cómo GitHub Classroom mejora la enseñanza de Python, sus ventajas sobre repositorios únicos y su impacto positivo en el aprendizaje de los estudiantes.
Data Processing on Ray
Explore Ray's architectural changes for scaling Python applications in machine learning and data processing, addressing challenges in large-scale workloads.
From NumPy to PyTorch - A Story of API Compatibility
Explore PyTorch's approach to NumPy compatibility, its importance, challenges, and necessary divergences in this insightful discussion on API design and data science workflows.
From 3 to 300 FPS - NES Emulation in Python and Cython
Explore NES emulation in Python, from slow beginnings to 300+ fps using Cython. Learn optimization techniques and challenges in achieving real-time performance.
Effective Data Visualization
Mastering data visualization: from choosing plots to preprocessing datasets. Learn to effectively communicate data using Python libraries like seaborn, matplotlib, and plotly. Covers density estimation, dimensionality reduction, and interactive plotting.
Introduction to Decorators - Power UP Your Python Code
Explore Python decorators: learn how functions work as first-class objects, create custom decorators, and enhance your code's capabilities. Boost your efficiency as a Python programmer.
A Hands-On Introduction to Multi-Objective Optimization
Hands-on Python tutorial exploring multi-objective optimization using Pareto Fronts. Learn to balance conflicting objectives like quality and cost, with practical applications in various fields including supply chain and therapeutics development.
Hooking into the Import System
Explore Python's import system, learn to create custom import hooks, and discover innovative ways to load modules from databases and automatically reload modified files.
Shipping Python Extensions in Rust Two Million Times a Day
Explore using Rust in Python packages: challenges, successes, and implications. Learn about adopting Rust in pyca/cryptography, performance results, and architectural improvements.
Serialization - More Than Pickling
Explore alternatives to Python's pickle for object serialization, comparing efficiency and security considerations for different methods.
Writing Functional Code in Python
Explore functional programming concepts and their application in Python, enhancing code quality and efficiency through practical examples and key principles.
How to Change Python - While It's Running
Explore live Python development techniques, enabling real-time code changes during execution. Learn about Jurigged and the possibilities of runtime flexibility in Python programming.