How to Become a Data Scientist in 2026
How I got here On principle, you will never catch me parading myself as a some sort of expert data scientist. Technically, that's what I do in my day …
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NVIDIA Cosmos 3: Unifying Physical AI Reasoning and Generation with Two-Tower Architecture
Training a robot to pick up an object sounds simple until you realize how many separate systems are involved: a vision model to understand the scene, …
NVIDIA Cosmos 3: How a Two-Tower Architecture Unifies Physical AI Reasoning and Generation
Training a robot to pick up an object sounds simple until you realize how many separate systems are involved: a vision model to understand the scene, …
I distilled a 7B vision model into a 2B one for screenshots — and the 7B teacher scored worse
Code: https://github.com/P0rt/vlm-distill-screenshots Model: https://huggingface.co/p00rt/qwen2-vl-2b-screenshots-distill There's a question I keep co…
ai, deepseek, machinelearning
title: The Rise of China's LLMs: A Complete History from 2017 to 2026 published: ture description: From Wu Dao 2.0 (1.75T params) to DeepSeek V3 ($5.6…
The Machine Learning Engineering Series
Part 1: From Scratch to Systems . This machine learning series will be a real ride. It’s an interactive journey where I’ll be sharing and raising lots…
The Math Behind Neural Networks — Explained Like Nobody Did for Me 🧨
How does a neural network actually learn to be less wrong? Not the hand-wavy version. The real one. The one with the derivative, the chain rule, and t…
AlphaEvolve: Google DeepMind's Gemini-Powered Evolutionary Coding Agent
Inside AlphaEvolve: How Neural Networks and Evolutionary Algorithms Are Self-Optimizing Software For several years, the role of Artificial Intelligenc…
Handling Non-Stationary Time Series: Building a Probabilistic Engine with XGBoost & Python
If you have ever tried to apply Machine Learning to financial time series, you know the heartbreak of the "perfect backtest." You build a model, train…
When Chaos Wins: Adding Noise Improved My Snake AI's Stability
Greetings all! Continuing the series where I build Rainbow DQN one component at a time on Snake. The first post covered encoding, the second covered m…
How I Built a Free Voice AI Pipeline Using Whisper, LLaMA 3.1 & Groq
I recently built VoiceIQ — a complete Voice AI pipeline that listens to your voice, thinks using an LLM, and speaks the answer back. The best part? It…
🔬 AI for Scientific Discovery in the Real World: What Gemma 4 Changes The Moment AI Leaves the Chat Window
This is a submission for the Gemma 4 Challenge: Write About Gemma 4 🔬 AI for Scientific Discovery in the Real World: What Gemma 4 Changes The Moment A…
What Deep Learning Really Means — From Neural Networks to Modern AI
Deep learning is not just “a neural network with more layers.” That explanation is too small. The real idea is this: Deep learning lets models learn u…
How CNNs Work — From Convolution Kernels to ResNet
CNNs changed computer vision because they stopped treating images like flat lists of numbers. An image has structure. Pixels near each other usually m…
🌿 Plant Disease Detection System
Agriculture is the backbone of many economies, yet plant diseases continue to cause massive crop losses every year. What if farmers could detect disea…