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 19: Bagging in Excel

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-12-19 | ⏱️ Read time: 11 min read

Understanding ensemble learning from first principles in Excel

#DataScience #AI #Python
πŸ“Œ Agentic AI Swarm Optimization using Artificial Bee Colonization (ABC)

πŸ—‚ Category: AGENTIC AI

πŸ•’ Date: 2025-12-19 | ⏱️ Read time: 27 min read

Using Agentic AI prompts with the Artificial Bee Colony algorithm to enhance unsupervised clustering and…

#DataScience #AI #Python
πŸ“Œ How I Optimized My Leaf Raking Strategy Using Linear Programming

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-12-19 | ⏱️ Read time: 13 min read

From a weekend chore to a fun application of valuable operations research principles

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πŸ“Œ Six Lessons Learned Building RAG Systems in Production

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-12-19 | ⏱️ Read time: 10 min read

Best practices for data quality, retrieval design, and evaluation in production RAG systems

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