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 Bridging the Silence: How LEO Satellites and Edge AI Will Democratize Connectivity

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-12-08 | ⏱️ Read time: 8 min read

Why on-device intelligence and low-orbit constellations are the only viable path to universal accessibility

#DataScience #AI #Python
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πŸ“Œ The Machine Learning β€œAdvent Calendar” Day 10: DBSCAN in Excel

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-12-10 | ⏱️ Read time: 5 min read

DBSCAN shows how far we can go with a very simple idea: count how many…

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πŸ“Œ How to Maximize Agentic Memory for Continual Learning

πŸ—‚ Category: LLM APPLICATIONS

πŸ•’ Date: 2025-12-10 | ⏱️ Read time: 7 min read

Learn how to become an effective engineer with continual learning LLMs

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πŸ“Œ Don’t Build an ML Portfolio Without These Projects

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-12-10 | ⏱️ Read time: 8 min read

What recruiters are looking for in machine learning portfolios

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πŸ“Œ Optimizing PyTorch Model Inference on AWS Graviton

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2025-12-10 | ⏱️ Read time: 11 min read

Tips for accelerating AI/ML on CPU β€” Part 2

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πŸ“Œ The Machine Learning β€œAdvent Calendar” Day 9: LOF in Excel

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-12-09 | ⏱️ Read time: 7 min read

In this article, we explore LOF through three simple steps: distances and neighbors, reachability distances,…

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πŸ“Œ The Machine Learning β€œAdvent Calendar” Day 11: Linear Regression in Excel

πŸ—‚ Category: MACHINE LEARNING

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

Linear Regression looks simple, but it introduces the core ideas of modern machine learning: loss…

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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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