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 Simple Model Retraining Automation via GitHub Actions

πŸ—‚ Category: EDUCATION

πŸ•’ Date: 2024-06-15 | ⏱️ Read time: 13 min read

Easily streamline your modelling process with the GitHub Actions.
πŸ“Œ Erasing Clouds from Satellite Imagery Using GANs (Generative Adversarial Networks)

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-06-15 | ⏱️ Read time: 12 min read

Building GANs from scratch in python
πŸ“Œ GPT from Scratch with MLX

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-06-15 | ⏱️ Read time: 36 min read

Define and train GPT-2 on your MacBook
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πŸ“Œ Graph Visualization: 7 Steps from Easy to Advanced

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-15 | ⏱️ Read time: 10 min read

Making visualization with Python, NetworkX, and D3.JS
πŸ“Œ Gated Recurrent Units (GRU) – Improving RNNs

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-06-15 | ⏱️ Read time: 11 min read

Explaining how Gated Recurrent Neural Networks work
πŸ“Œ Understanding Buffer of Thoughts (BoT) – Reasoning with Large Language Models

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-14 | ⏱️ Read time: 12 min read

New prompt engineering tool for complex reasoning, compared with Chain of thought (CoT) and Tree…
πŸ“Œ Mapping the Pokemon World: A Network Analysis of Habitat-Based Encounters

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-14 | ⏱️ Read time: 19 min read

An introduction to Network Analysis in Python, along with a practical example using Pokemon data…
πŸ“Œ CUDA for AI – Intuitively and Exhaustively Explained

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-06-14 | ⏱️ Read time: 58 min read

Parallelized AI from scratch in CUDA
πŸ“Œ How I’d Become a Data Scientist (If I Had to Start Over)

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-14 | ⏱️ Read time: 12 min read

Roadmap and tips on how to land a job in data science
πŸ“Œ Beyond AlphaFold: The Future Of LLM in Medicine

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-06-13 | ⏱️ Read time: 17 min read

AlphaFold leaves a complex legacy: What will be the future of LLM in biology and…
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πŸ“Œ Improving Business Performance with Machine Learning

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-06-13 | ⏱️ Read time: 18 min read

Whether you are a data scientist, analyst, or business analyst, your goal is to deliver…
πŸ“Œ Take a Look Under the hood

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2024-06-13 | ⏱️ Read time: 13 min read

Using Monosemanticity to understand the concepts a Large Language Model learned
πŸ“Œ Sparse Autoencoders, Additive Decision Trees, and Other Emerging Topics in AI Interpretability

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-13 | ⏱️ Read time: 4 min read

Our weekly selection of must-read Editors’ Picks and original features
πŸ“Œ My Easy Guide to Pre vs. Post Treatment Tests

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-13 | ⏱️ Read time: 13 min read

A quick introduction to Before and After Tests with code.
πŸ“Œ AI Agent Unit Testing in Langfuse

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-13 | ⏱️ Read time: 10 min read

Creating a scalable testing solution for AI agents for operation by non-coders
πŸ“Œ A Python Engineer’s Introduction to 3D Gaussian Splatting (Part 2)

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-06-13 | ⏱️ Read time: 8 min read

Understanding and coding how Gaussian’s are used within 3D Gaussian Splatting
πŸ“Œ Time Series Regression and Cross-Validation: A Tidy Approach

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-12 | ⏱️ Read time: 8 min read

Step by step guide to EDA, feature engineering, cross validation and model comparison with tidymodels,…
πŸ“Œ How Many Pokemon Fit?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-06-12 | ⏱️ Read time: 10 min read

Finding the best Pokemon team by modeling and solving a knapsack problem with PokeAPI and…
πŸ“Œ Feature Detection, Part 1: Image Derivatives, Gradients, and Sobel Operator

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-10-16 | ⏱️ Read time: 11 min read

Applying calculus fundamentals to computer vision for edge detection
πŸ“Œ Stop Feeling Lostβ€Š:β€Š How to Master ML System Design

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-10-16 | ⏱️ Read time: 6 min read

What machine learning system design is and how to prepare for it
πŸ“Œ A Beginner’s Guide to Robotics with Python

πŸ—‚ Category: ROBOTICS

πŸ•’ Date: 2025-10-16 | ⏱️ Read time: 9 min read

Build 3D simulations with PyBullet