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Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago

Google Gemma 4: How to Run Frontier-Class AI on Your Own Hardware (And Why It Matters)

How a 31B open model competes with GPT-5 Mini, and how to run it on your own hardware this weekend Continue reading on Medium »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago

Your Brain Is Not a Hard Drive — And That’s Okay: How to Build Your Personal LLM-Powered Knowledge…

A story about scattered notes, a brilliant idea from Andrej Karpathy, and five steps that finally connected everything Continue reading on Medium »

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago

Part 3 Prompts and Responses

Prompt: In fact, it looks like MCP is analogous to just building functions for programmatic code. Continue reading on Medium »

Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago

Learning about multi-agent architectures and Claude Code — Part 3

This is part of a small series where I’m working through developing a group activity management app. Continue reading on Medium »

Medium · Machine Learning 📐 ML Fundamentals ⚡ AI Lesson 1w ago

Building a Rain Prediction Model for Abuja: From Raw Weather Data to a Production XGBoost…

A guide to predicting daily rain in Abuja using strict time-series feature engineering, walk-forward validation, and actionable evaluation… Continue reading on

Medium · Machine Learning 1w ago

Journal Figure Reproduction | Plotting RDA with Python

Redundancy Analysis Continue reading on Top Python Libraries »

Medium · Machine Learning 💻 AI-Assisted Coding ⚡ AI Lesson 1w ago

He Told AI “Always Format My Code”… It Didn’t Listen

The one feature that turns AI from “helpful” into “reliable” Continue reading on Medium »

Medium · Machine Learning 1w ago

Betting on Soccer: Why AI Models Struggle and What It Means for Fintech

Continue reading on Medium »

Medium · Machine Learning 1w ago

makine öğrenmesinde değerlendirme metrikleri notları — sıralama

sınıflandırma modelinde tahminin isabetli olması yeterliyken; arama ve tavsiye sistemlerinde asıl mesele, doğru sonucu hangi sırada… Continue reading on Medium

Medium · Machine Learning ⚡ AI Lesson 1w ago

AI Discovery Explained

Most people think AI discovery is just a better version of search. Continue reading on Medium »

Medium · Machine Learning 🛡️ AI Safety & Ethics ⚡ AI Lesson 1w ago

Anthropic’s Project Glasswing: Securing Critical Software in the AI Era

One of the world’s leading AI labs has deliberately withheld its most powerful model not to slow progress, but to give defenders a… Continue reading on Medium »

Medium · Machine Learning 1w ago

After 4 years — I’m Back!

Hello all! It’s been a minute. Live got pretty busy, and I had to take a step back from writing for a bit to focus on other things. Along… Continue reading on M

Medium · Machine Learning 1w ago

DiffQuant: End-to-End Sharpe Optimization Through a Differentiable Trading Simulator

What happens when you remove the proxy objective from a trading ML pipeline and optimize directly for what actually matters in trading? Continue reading on Medi

Medium · Machine Learning 1w ago

When AI Outputs Sound Correct but Are Structurally Wrong

Why plausibility without provenance creates confident but incorrect answers Continue reading on Medium »

Medium · Machine Learning 1w ago

I Built an AI Agent in Pure Python. Here’s What I Learned.

The interesting part was not the agent. It was the control around the agent Continue reading on Towards AI »

Medium · Machine Learning 1w ago

Choosing the Right Parallelism Strategy in Distributed Machine Learning

One of the most common points of confusion in distributed machine learning is deciding between tensor parallelism, pipeline parallelism… Continue reading on Med

Medium · Machine Learning 1w ago

Understanding ZeRO vs Pipeline Parallelism: A Systems-Level Perspective

Introduction Continue reading on Medium »

Medium · Machine Learning 1w ago

Agent AI to Agentic AI: Building Self-Healing Kubernetes Clusters That Learns

I built a Kubernetes self-healing system that uses vector embeddings, cosine-similarity-based incident matching, and a closed feedback… Continue reading on Medi

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1w ago

What Happens When You Ask an AI a Medical Question?

Last month, my mother had an abdominal scan. The radiologist noted a small umbilical hernia — a common, often incidental finding — and she… Continue reading on

Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago

Building a 100% Local Voice-Controlled AI Agent: Architecture, Models and Constraints

The era of wrapper applications built entirely on closed-source APIs is shifting. As local models become remarkably capable, the real… Continue reading on Mediu

Medium · Machine Learning 📐 ML Fundamentals ⚡ AI Lesson 1w ago

Sınıflandırma Modelleri

Sınıflandırma, bir girdinin önceden tanımlanmış kategorilerden hangisine ait olduğunu belirleme görevidir. Continue reading on Medium »

Medium · Machine Learning 🤖 AI Agents & Automation ⚡ AI Lesson 1w ago

Measuring Consciousness with a Number

Can Machines Be Conscious? — Part 2 Continue reading on Medium »

Medium · Machine Learning 📐 ML Fundamentals ⚡ AI Lesson 1w ago

The Only Docker Tutorial Data Scientists Actually Need

A practical guide for data scientists who want to finally understand Docker and deploy anywhere. Continue reading on Medium »