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…

#DataScience #AI #Python
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€–πŸ§  How to Run and Fine-Tune Kimi K2 Thinking Locally with Unsloth

πŸ—“οΈ 11 Dec 2025
πŸ“š AI News & Trends

The demand for efficient and powerful large language models (LLMs) continues to rise as developers and researchers seek new ways to optimize reasoning, coding, and conversational AI performance. One of the most impressive open-source AI systems available today is Kimi K2 Thinking, created by Moonshot AI. Through collaboration with Unsloth, users can now fine-tune and ...

#KimiK2Thinking #Unsloth #LLMs #LargeLanguageModels #AI #FineTuning
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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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