El Zen de Python en español
Explorando los principios filosóficos del "Zen de Python" en español, contextualizando cada concepto para una comprensión profunda del lenguaje y su diseño.
Generate Buzz with Realtime FM Audio Synthesis
Explore realtime FM audio synthesis in Python, covering signal flow, generators, envelopes, and event loops to create dynamic, multi-note synthesizer sounds.
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.
Python Oddities Explained
Explore Python's unique features and quirks, reshaping your mental model to better understand objects, scope, and variables in this mind-bending talk.
Open Source on Easy Mode
Streamline open source project maintenance with automation tools and best practices for packaging, testing, CI/CD, documentation, and community engagement. Focus on the fun parts of development.
Enhancing Code Collaboration with Conflict Free Replicated Data Types
Explore conflict-free replicated data types (CRDTs) and their potential to enhance Jupyter notebooks, enabling real-time collaboration, synchronous editing, and improved version control in data science workflows.
Building a Binary Extension
Learn to build Python binary extensions using modern tools like pybind11, scikit-build, and cibuildwheel for improved performance and functionality across platforms.
Distributed Web Scraping in Python
Learn to build a distributed web scraper in Python, reducing batch job times and improving code durability. Explore techniques, lessons, and stories for efficient large-scale web scraping.
In House to Open Source - Stitching the Past to the Future
Explore the transition from legacy code to open-source solutions, focusing on Python's advantages in software migrations and the implementation of robust frameworks like Apache Airflow.
Building a Python Code Completer
Uncover the secrets behind Python code completion, from parsing to AST, and learn how to build a simple completer in just minutes.
Implementing Shared Functionality Using Middleware
Introduction to writing middleware for web applications, exploring how they work in Flask, Django, and FastAPI. Learn to create custom middleware and leverage community-contributed solutions for essential functionality.
Learn Python Like a 12 Year Old
Discover effective Python learning strategies inspired by 12-year-olds, focusing on curiosity, diverse problem-solving, and embracing discomfort to enhance coding skills and creativity.
Software Development for Machine Learning in Python
Explore best practices for developing ML software in Python, focusing on abstraction, optimization, and production-ready code. Learn to design efficient, trackable, and easily maintainable ML systems.
Demystifying Python's Internals - Diving into CPython by Implementing a New Operator
Explore CPython's internals by implementing a pipe operator, covering tokenization, grammar, parsing, and bytecode generation for a deeper understanding of Python's core mechanics.