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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๐Ÿ“Œ Tools for Your LLM: a Deep Dive into MCP

๐Ÿ—‚ Category: LLM APPLICATIONS

๐Ÿ•’ Date: 2025-12-21 | โฑ๏ธ Read time: 8 min read

MCP is a key enabler into turning your LLM into an agent by providing itโ€ฆ

#DataScience #AI #Python
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๐Ÿ“Œ How to Do Evals on a Bloated RAG Pipeline

๐Ÿ—‚ Category: LARGE LANGUAGE MODELS

๐Ÿ•’ Date: 2025-12-21 | โฑ๏ธ Read time: 71 min read

Comparing metrics across datasets and models

#DataScience #AI #Python
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๐Ÿ“Œ The Geometry of Laziness: What Angles Reveal About AI Hallucinations

๐Ÿ—‚ Category: LARGE LANGUAGE MODELS

๐Ÿ•’ Date: 2025-12-22 | โฑ๏ธ Read time: 12 min read

A story about failing forward, spheres you canโ€™t visualize, and why sometimes the math knowsโ€ฆ

#DataScience #AI #Python
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๐Ÿ“Œ Understanding Vibe Proving

๐Ÿ—‚ Category: LARGE LANGUAGE MODELS

๐Ÿ•’ Date: 2025-12-22 | โฑ๏ธ Read time: 18 min read

How to make LLMs reason with verifiable, step-by-step logic (Part 1)

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๐Ÿ“Œ The Machine Learning โ€œAdvent Calendarโ€ Day 22: Embeddings in Excel

๐Ÿ—‚ Category: MACHINE LEARNING

๐Ÿ•’ Date: 2025-12-22 | โฑ๏ธ Read time: 8 min read

Understanding text embeddings through simple models and Excel

#DataScience #AI #Python
๐Ÿ“Œ Synergy in Clicks: Harsanyi Dividends for E-Commerce

๐Ÿ—‚ Category: DATA SCIENCE

๐Ÿ•’ Date: 2025-12-23 | โฑ๏ธ Read time: 19 min read

A brief overview of the math behind the Harsanyi Dividend and a real-world application inโ€ฆ

#DataScience #AI #Python
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๐Ÿ“Œ The Machine Learning โ€œAdvent Calendarโ€ Day 21: Gradient Boosted Decision Tree Regressor in Excel

๐Ÿ—‚ Category: MACHINE LEARNING

๐Ÿ•’ Date: 2025-12-22 | โฑ๏ธ Read time: 10 min read

Gradient descent in function space with decision trees

#DataScience #AI #Python
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๐Ÿ“Œ The Machine Learning โ€œAdvent Calendarโ€ Day 20: Gradient Boosted Linear Regression in Excel

๐Ÿ—‚ Category: MACHINE LEARNING

๐Ÿ•’ Date: 2025-12-22 | โฑ๏ธ Read time: 10 min read

From Random Ensembles to Optimization: Gradient Boosting Explained

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๐Ÿ“Œ ChatLLM Presents a Streamlined Solution to Addressing the Real Bottleneck in AI

๐Ÿ—‚ Category: SPONSORED CONTENT

๐Ÿ•’ Date: 2025-12-22 | โฑ๏ธ Read time: 8 min read

For the last couple of years, a lot of the conversation around AI has revolvedโ€ฆ

#DataScience #AI #Python
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๐Ÿ“Œ The Machine Learning โ€œAdvent Calendarโ€ Day 23: CNN in Excel

๐Ÿ—‚ Category: MACHINE LEARNING

๐Ÿ•’ Date: 2025-12-23 | โฑ๏ธ Read time: 8 min read

A step-by-step 1D CNN for text, built in Excel, where every filter, weight, and decisionโ€ฆ

#DataScience #AI #Python