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Articles from Medium · Machine Learning · 103 articles · Updated every 3 hours · View all reads

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

Vertex AI Endpoints: Deploy Your Model to Production with Terraform

Your model is trained. Now deploy it to a scalable endpoint with autoscaling, traffic splitting for canary rollouts, and request-response… Continue reading on M

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

From “Hello World” to “Hello Human”: My NLP Journey Begins

For a long time, my interaction with computers was limited to rigid code and logic. I spoke “Python”, and the machine followed orders. But… Continue reading on

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

# Who Teaches Your AI Right from Wrong? The Constitutional Problem of RLHF

*One evaluator’s values. Billions of conversations. No oversight.* Continue reading on Medium »

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

Limits of AI, Human Thinking, and the Question of Perfection

I was watching one of the YouTube video titled “Why AI can never escape Turing’s 1936 Proof”. Here is the insight I gained through it. Continue reading on Mediu

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

LLM Internals Series

In this blog, we will learn about the LLM Internals series — a complete learning path that takes us through every major concept inside a… Continue reading on Me

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

From Discovery to Execution: Why Agentic Procurement Is Inevitable

For years, digital discovery followed a familiar pattern. Continue reading on Medium »

Medium · Machine Learning 🏗️ Systems Design & Architecture ⚡ AI Lesson 1d ago

Why I wrote my own OS instead of just studying how they work

There’s a question people ask when they find out I’m building an operating system from scratch: “Why? Aren’t there way too many OS’s… Continue reading on Medium

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

Word2Vec Explained: How Machines Finally Learned the Meaning of Words

The 2013 Google paper that changed NLP forever Continue reading on Medium »

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

Google Sequential Attention Approximates Full Transformer Attention Sequentially with Huge…

This technique slashes memory and compute costs for AI models while matching accuracy and questions the push toward ever larger… Continue reading on Medium »

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

Predicting Genetic Diseases with Machine Learning and Explainable AI for Early Diagnosis

Have you ever thought about how genetic diseases can be nearly preventable with advanced technology? What if diseases like cystic fibrosis… Continue reading on

Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1d 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 1d 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 2d 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 2d 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 2d 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 💻 AI-Assisted Coding ⚡ AI Lesson 2d 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 ⚡ AI Lesson 2d 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 2d 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 🧠 Large Language Models ⚡ AI Lesson 2d 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 2d 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 2d 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 2d ago

Measuring Consciousness with a Number

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

Medium · Machine Learning 📐 ML Fundamentals ⚡ AI Lesson 2d 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 »