Machine Learning
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Machine learning insights, practical tutorials, and clear explanations for beginners and aspiring data scientists. Follow the channel for models, algorithms, coding guides, and real-world ML applications.

Admin: @HusseinSheikho || @Hussein_Sheikho
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πŸ“Œ Attractors in Neural Network Circuits: Beauty and Chaos

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-03-25 | ⏱️ Read time: 12 min read

Neural networks under a different lens: generating basins of attraction in a shift register NN
πŸ“Œ Data-Driven March Madness Predictions

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-03-25 | ⏱️ Read time: 11 min read

How to optimize your bracket systematically, no college basketball knowledge required
πŸ“Œ Testing the Power of Multimodal AI Systems in Reading and Interpreting Photographs, Maps, Charts and More

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-03-25 | ⏱️ Read time: 30 min read

Can multimodal AI systems consisting in LLMs with vision capabilities understand figures and extract information…
πŸ“Œ A Clear Intro to MCP (Model Context Protocol) with Code Examples

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-03-25 | ⏱️ Read time: 16 min read

MCP is a way to democratize access to tools for AI Agents. In this article…
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πŸ“Œ Supercharge Your RAG with Multi-Agent Self-RAG

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-02-05 | ⏱️ Read time: 15 min read

Introduction Many of us might have tried to build a RAG application and noticed it…
πŸ“Œ From Resume to Cover Letter Using AI and LLM, with Python and Streamlit

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-02-05 | ⏱️ Read time: 16 min read

DISCLAIMER: The idea of doing Cover Letter or even Resume with AI does not obviously…
πŸ“Œ ML Feature Management: A Practical Evolution Guide

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-02-04 | ⏱️ Read time: 5 min read

In the world of machine learning, we obsess over model architectures, training pipelines, and hyper-parameter…
πŸ“Œ Towards Data Science is Launching as an Independent Publication

πŸ—‚ Category:

πŸ•’ Date: 2025-02-03 | ⏱️ Read time: 7 min read

Since founding Towards Data Science in 2016, we’ve built the largest publication on Medium with…
πŸ“Œ Show and Tell

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-02-03 | ⏱️ Read time: 18 min read

Implementing one of the earliest neural image caption generator models with PyTorch.
πŸ“Œ Neural Networks – Intuitively and Exhaustively Explained

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-02-03 | ⏱️ Read time: 28 min read

An in-depth exploration of the most fundamental architecture in modern AI.
πŸ“Œ How to Get Promoted as a Data Scientist

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-02-03 | ⏱️ Read time: 7 min read

Advice from a Lead Data Scientist with 2 promotions in under 2 years
πŸ“Œ How to Find Seasonality Patterns in Time Series

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-02-03 | ⏱️ Read time: 7 min read

Using Fourier Transform to detect seasonal components
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πŸ“Œ Deep Dive into WebSockets and Their Role in Client-Server Communication

πŸ—‚ Category:

πŸ•’ Date: 2025-02-03 | ⏱️ Read time: 9 min read

How WebSockets work, its tradeoffs, and how to design a real time messaging app
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πŸ“Œ A Visual Guide to How Diffusion Models Work

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-02-06 | ⏱️ Read time: 26 min read

This article is aimed at those who want to understand exactly how diffusion models work,…
πŸ“Œ Myths vs. Data: Does an Apple a Day Keep the Doctor Away?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-02-05 | ⏱️ Read time: 10 min read

Introduction β€œMoney can’t buy happiness.” β€œYou can’t judge a book by its cover.” β€œAn apple…
πŸ“Œ Training Large Language Models: From TRPO to GRPO

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-02-05 | ⏱️ Read time: 10 min read

DeepSeek has recently made quite a buzz in the AI community, thanks to its impressive…
πŸ“Œ Supercharge Your RAG with Multi-Agent Self-RAG

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-02-05 | ⏱️ Read time: 15 min read

Introduction Many of us might have tried to build a RAG application and noticed it…
πŸ“Œ Awesome Plotly with code series (Part 9): To dot, to slope or to stack?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-02-02 | ⏱️ Read time: 14 min read

Simple methods to replace cluttered bar charts with crisp, reader-friendly visuals.
πŸ“Œ 5 Essential Tips Learned from My Data Science Journey

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-02-02 | ⏱️ Read time: 7 min read

Personal reflections on my 10-year data odyssey
πŸ“Œ How to Make a Data Science Portfolio That Stands Out

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-02-02 | ⏱️ Read time: 9 min read

Create a data science portfolio with Cloud-flare and HUGO