Writings on math, artificial intelligence, development, and my passions.

All my reflections on programming, mathematics, the conception of artificial intelligence, etc., are put in chronological order.

2025

Linear vs. Logistic Regression: A Comprehensive Guide to Understanding Their Differences and Applications

This article compares linear and logistic regression, highlighting their differences and uses.

10min

Understanding AI Agents, LLMs, and RAG: A Powerful Synergy

Explore how AI agents, Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG) combine to create intelligent, autonomous systems that reason, act, and interact with real-time data.

5min

What is a Neural Network?

This article introduces neural networks, explaining their structure, training, and key concepts like activation functions and backpropagation. It includes an example with a neural network featuring two hidden layers using TensorFlow.

3min

2024

What is Machine Learning?

An introduction to machine learning, exploring its main types, key model selection criteria, and the workflow from training to evaluation, with a focus on practical insights.

3min

How my website works?

My new website is using a fantastical stack and I am explaining how my playground works

5min