Stop Downsampling Your Data: The New Pandas Update is Actually Good
I have a confession to make. For the last five years, I’ve been lying to my stakeholders. Not big lies—just little white lies Learn about Pandas updates.
Mastering Modern Keras: Multi-Backend Workflows and Ecosystem Integration
Keras updates: Introduction: The Evolution of Deep Learning Frameworks The landscape of deep learning has undergone a seismic shift in recent years.
Mastering Python Finance: From Data Gathering to Advanced Algorithmic Trading Strategies
The financial technology landscape has undergone a seismic shift over the last decade, transitioning from Learn about Python finance.
Marimo Notebooks: The Reactive Revolution in Python Data Science
For over a decade, the Jupyter notebook has been the de facto standard for data exploration, scientific computing, and Learn about Marimo notebooks.
Unlocking True Parallelism: A Deep Dive into GIL Removal and Python’s Free-Threading Future
GIL removal: For decades, the Global Interpreter Lock (GIL) has been the single most controversial feature within CPython internals.
Modernizing Scrapy: Distributed Crawling with MongoDB and the New Python Ecosystem
The landscape of web scraping and data extraction has evolved dramatically over the last few years. While Scrapy remains the Learn about Scrapy updates.
Building a Lightweight Semantic Layer with DuckDB Python and Ibis
DuckDB python: Introduction: The Evolution of Local Analytics The landscape of data engineering has shifted dramatically in recent years.
Modern Malware Analysis: Automating Threat Detection with Python and AI
Introduction The landscape of cybersecurity is in a perpetual state of flux. As threat actors develop increasingly Learn about Malware analysis.
The Edge AI Revolution: Deploying Local LLMs and High-Performance Inference with Python
Edge AI: The paradigm of Artificial Intelligence is undergoing a seismic shift. For the past decade, the dominant narrative focused on massive cloud …
Securing the Spider: A Deep Dive into Scrapy Updates, Redirect Policies, and the Modern Python Ecosystem
Introduction In the rapidly evolving landscape of data extraction and Python automation, Scrapy remains the quintessential Learn about Scrapy updates.