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 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

#DataScience #AI #Python
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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…

#DataScience #AI #Python
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πŸ“Œ How to Develop AI-Powered Solutions, Accelerated by AI

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-12-09 | ⏱️ Read time: 11 min read

From idea to impactβ€Š: β€Šusing AI as your accelerating copilot

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πŸ“Œ GraphRAG in Practice: How to Build Cost-Efficient, High-Recall Retrieval Systems

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-12-09 | ⏱️ Read time: 15 min read

Smarter retrieval strategies that outperform dense graphs β€” with hybrid pipelines and lower cost

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πŸ“Œ A Realistic Roadmap to Start an AI Career in 2026

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

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

How to learn AI in 2026 through real, usable projects

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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

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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

#DataScience #AI #Python