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 Why Your ML Model Works in Training But Fails in Production

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2026-01-13 | ⏱️ Read time: 8 min read

Hard lessons from building production ML systems where data leaks, defaults lie, populations shift, and…

#DataScience #AI #Python
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πŸ“Œ How to Maximize Claude Code Effectiveness

πŸ—‚ Category: AGENTIC AI

πŸ•’ Date: 2026-01-13 | ⏱️ Read time: 9 min read

Learn how to get the most out of agentic coding

#DataScience #AI #Python
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#python #php #Database #DataAnalysis #MachineLearning #AI #DeepLearning #LLMS

https://t.me/CodeProgrammer ⚑️
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πŸ“Œ An introduction to AWS Bedrock

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2026-01-13 | ⏱️ Read time: 13 min read

The how, why, what and where of Amazon’s LLM access layer

#DataScience #AI #Python
πŸ“Œ From β€˜Dataslows’ to Dataflows: The Gen2 Performance Revolution in Microsoft Fabric

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2026-01-13 | ⏱️ Read time: 8 min read

Dataflows were (rightly?) considered β€œthe slowest and least performant option” for ingesting data into Power…

#DataScience #AI #Python
πŸ“Œ Why Human-Centered Data Analytics Matters More Than Ever

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2026-01-14 | ⏱️ Read time: 8 min read

From optimizing metrics to designing meaning: putting people back into data-driven decisions

#DataScience #AI #Python
πŸ“Œ What Is a Knowledge Graph β€” and Why It Matters

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2026-01-14 | ⏱️ Read time: 18 min read

How structured knowledge became healthcare’s quiet advantage

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Do you want to teach AI on real projects?

In this #repository, there are 29 projects with Generative #AI,#MachineLearning, and #Deep +Learning.

With full #code for each one. This is pure gold: https://github.com/KalyanM45/AI-Project-Gallery

πŸ‘‰ https://t.me/CodeProgrammer
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πŸ“Œ Glitches in the Attention Matrix

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2026-01-14 | ⏱️ Read time: 13 min read

A history of Transformer artifacts and the latest research on how to fix them

#DataScience #AI #Python
πŸ“Œ Topic Modeling Techniques for 2026: Seeded Modeling, LLM Integration, and Data Summaries

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2026-01-14 | ⏱️ Read time: 15 min read

Seeded topic modeling, integration with LLMs, and training on summarized data are the fresh parts…

#DataScience #AI #Python
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πŸ“Œ When Shapley Values Break: A Guide to Robust Model Explainability

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2026-01-15 | ⏱️ Read time: 9 min read

Shapley Values are one of the most common methods for explainability, yet they can be…

#DataScience #AI #Python