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 The Machine Learning β€œAdvent Calendar” Day 6: Decision Tree Regressor

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-12-06 | ⏱️ Read time: 10 min read

During the first days of this Machine Learning Advent Calendar, we explored models based on…

#DataScience #AI #Python
πŸ“Œ How We Are Testing Our Agents in Dev

πŸ—‚ Category: AGENTIC AI

πŸ•’ Date: 2025-12-06 | ⏱️ Read time: 5 min read

Testing that your AI agent is performing as expected is not easy. Here are a…

#DataScience #AI #Python
πŸ“Œ How to Climb the Hidden Career Ladder of Data Science

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-12-07 | ⏱️ Read time: 14 min read

The behaviors that get you promoted

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πŸ“Œ The Machine Learning β€œAdvent Calendar” Day 7: Decision Tree Classifier

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-12-07 | ⏱️ Read time: 8 min read

In Day 6, we saw how a Decision Tree Regressor finds its optimal split by…

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πŸ“Œ Artificial Intelligence, Machine Learning, Deep Learning, and Generative AI β€” Clearly Explained

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-12-07 | ⏱️ Read time: 12 min read

Understanding AI in 2026 β€” from machine learning to generative models

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πŸ“Œ The Machine Learning β€œAdvent Calendar” Day 8: Isolation Forest in Excel

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-12-08 | ⏱️ Read time: 11 min read

Isolation Forest may look technical, but its idea is simple: isolate points using random splits.…

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πŸ“Œ The AI Bubble Will Popβ€Šβ€”β€ŠAnd Why That Doesn’t Matter

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-12-08 | ⏱️ Read time: 7 min read

How history’s biggest tech bubble explains where AI is headed next

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πŸ“Œ How to Create an ML-Focused Newsletter

πŸ—‚ Category: LLM APPLICATIONS

πŸ•’ Date: 2025-12-08 | ⏱️ Read time: 7 min read

Learn how to make a newsletter with AI tools

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πŸ“Œ Optimizing PyTorch Model Inference on CPU

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2025-12-08 | ⏱️ Read time: 20 min read

Flyin’ Like a Lion on Intel Xeon

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πŸ“Œ Personal, Agentic Assistants: A Practical Blueprint for a Secure, Multi-User, Self-Hosted Chatbot

πŸ—‚ Category: AGENTIC AI

πŸ•’ Date: 2025-12-09 | ⏱️ Read time: 10 min read

Build a self-hosted, end-to-end platform that gives each user a personal, agentic chatbot that can…

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