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Core IT
Programming
- Python
- JavaScript
- HTML & CSS
- Java
- TypeScript
- C / C++
- Go
- Rust
- Shell Scripting
- Functional Programming
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Sharing notes from my ongoing learning journey — what I build, break and understand along the way.

Category AI

AI, Reinforcement Learning

Reinforcement Learning Explained: Concepts, Math, and Real-World Examples

What Is Reinforcement Learning? A Beginner-Friendly Explanation with Examples In some machine learning problems, we don’t have the correct answer in advance, nor even labeled data. Instead, the model must learn from experience by trying, observing outcomes, and improving over…

>Ali Durmus
July 30, 2025

AI, Unsupervised Learning

Unsupervised Learning in Machine Learning: A Deep Dive with Examples and Concepts

Unsupervised Learning: How Machines Learn Without Labels In this section, I want to explore how we can build models even when we have no labeled data at all. This brings us to unsupervised learning—a set of techniques used when there’s…

>Ali Durmus
July 29, 2025

AI, Supervised Learning

Supervised Learning in Machine Learning: Regression and Classification Explained Simply

Supervised Learning Explained: Regression and Classification for Beginners I’m currently taking a machine learning course on Coursera, and one of the first major topics covered is Supervised Learning. To solidify what I’ve learned and also share helpful content on my…

>Ali Durmus
July 29, 2025

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