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Data Science
Introducing Server-Sent Events in Python
A simpler path to coding real-time web applications. The post Introducing Server...
From Data Scientist IC to Manager: One Year In
Three pillars that shaped my first year in data science management - prioritizat...
Mechanistic View of Transformers: Patterns, Messages, R...
What happens when you stop concatenating and start decomposing: a new way to thi...
Exploratory Data Analysis: Gamma Spectroscopy in Python...
Let’s observe the matter on the atomic level The post Exploratory Data Analysis:...
Stellar Flare Detection and Prediction Using Clustering...
Combining unsupervised clustering with supervised learning to detect and predict...
How a Research Lab Made Entirely of LLM Agents Develope...
Welcome to the 21st century by the hand of large language models and reasoning A...
Things I Wish I Had Known Before Starting ML
Part 2: Guardrails, research code, reading The post Things I Wish I Had Known B...
Context Engineering — A Comprehensive Hands-On Tutorial...
Let's dissect the art and science of context engineering, one module at a time! ...
InfiniBand vs RoCEv2: Choosing the Right Network for La...
Learn how InfiniBand and RoCEv2 enable high-speed GPU communication The post Inf...
The Machine, the Expert, and the Common Folks
A look at noise, consistency and broken legs The post The Machine, the Expert, a...
How I Won the “Mostly AI” Synthetic Data Challenge
A deep dive into how post-processing can supercharge synthetic data generation T...
The MCP Security Survival Guide: Best Practices, Pitfal...
Unless you’re someone who lives and breathes cybersecurity, chances are you didn...
The Channel-Wise Attention | Squeeze and Excitation
Applying the Squeeze and Excitation module on ResNeXt using PyTorch The post The...
Finding Golden Examples: A Smarter Approach to In-Conte...
From random example selection to systematic AuPair generation — how to make you...
Agentic AI: On Evaluations
Metrics to track for RAG and agents, plus the frameworks that help. The post Age...
Time Series Forecasting Made Simple (Part 3.2): A Deep ...
Explore how STL uses LOESS smoothing to extract trend and seasonal components. T...