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 Drawing Shapes with the Python Turtle Module

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2025-12-11 | ⏱️ Read time: 9 min read

A step-by-step tutorial that explores the Python Turtle Module

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πŸ“Œ 7 Pandas Performance Tricks Every Data Scientist Should Know

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-12-11 | ⏱️ Read time: 9 min read

What I’ve learned about making Pandas faster after too many slow notebooks and frozen sessions

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πŸ“Œ How Agent Handoffs Work in Multi-Agent Systems

πŸ—‚ Category: AGENTIC AI

πŸ•’ Date: 2025-12-11 | ⏱️ Read time: 9 min read

Understanding how LLM agents transfer control to each other in a multi-agent system with LangGraph

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πŸ“Œ The Machine Learning β€œAdvent Calendar” Day 12: Logistic Regression in Excel

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-12-12 | ⏱️ Read time: 7 min read

In this article, we rebuild Logistic Regression step by step directly in Excel. Starting from…

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πŸ“Œ Decentralized Computation: The Hidden Principle Behind Deep Learning

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

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

Most breakthroughs in deep learning β€” from simple neural networks to large language models —…

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πŸ“Œ EDA in Public (Part 1): Cleaning and Exploring Sales Data with Pandas

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2025-12-12 | ⏱️ Read time: 11 min read

Hey everyone! Welcome to the start of a major data journey that I’m calling β€œEDA…

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πŸ“Œ Spectral Community Detection in Clinical Knowledge Graphs

πŸ—‚ Category: GRAPH THEORY

πŸ•’ Date: 2025-12-12 | ⏱️ Read time: 22 min read

Introduction How do we identify latent groups of patients in a large cohort? How can…

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πŸ“Œ How to Increase Coding Iteration Speed

πŸ—‚ Category: LLM APPLICATIONS

πŸ•’ Date: 2025-12-13 | ⏱️ Read time: 8 min read

Learn how to become a more efficient programmer with local testing

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πŸ“Œ NeurIPS 2025 Best Paper Review: Qwen’s Systematic Exploration of Attention Gating

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-12-13 | ⏱️ Read time: 27 min read

This one little trick can bring about enhanced training stability, the use of larger learning…

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πŸ“Œ The Machine Learning β€œAdvent Calendar” Day 13: LASSO and Ridge Regression in Excel

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-12-13 | ⏱️ Read time: 7 min read

Ridge and Lasso regression are often perceived as more complex versions of linear regression. In…

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