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
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πŸ“Œ Water Cooler Small Talk: The Birthday Paradox

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-25 | ⏱️ Read time: 9 min read

A look at the counterintuitive mathematics of shared birthdays
πŸ“Œ Doctors Leverage Multimodal Data; Medical AI Should Too

πŸ—‚ Category:

πŸ•’ Date: 2024-09-25 | ⏱️ Read time: 11 min read

Integrating multimodal data enables a new generation of medical AI systems to better capture doctor’s…
πŸ“Œ I’ve hired 3 cohorts of data science interns – here’s my advice on getting an offer

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-24 | ⏱️ Read time: 16 min read

Resume and interview tips for landing a data science internship
πŸ“Œ Feature Engineering Techniques for Numerical Variables in Python

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-09-24 | ⏱️ Read time: 21 min read

Learn the most useful feature engineering techniques to convert numerical values ​​into useful information for…
πŸ“Œ Building an Interactive UI for Llamaindex Workflows

πŸ—‚ Category:

πŸ•’ Date: 2024-09-24 | ⏱️ Read time: 11 min read

A guide to integrating human-in-the-loop interactions using Llamaindex, FastAPI, and Streamlit
πŸ“Œ A Deep Dive into Odds Ratio

πŸ—‚ Category: STATISTICS

πŸ•’ Date: 2024-09-24 | ⏱️ Read time: 20 min read

Understanding, calculating, visualizing, and interpreting odds ratios and their confidence intervals with practical examples in…
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πŸ“Œ Zero-Shot Localization with CLIP-Style Encoders

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-09-24 | ⏱️ Read time: 11 min read

How can we see what a vision encoder sees?
πŸ“Œ Semantic Layer for the People and by the People

πŸ—‚ Category:

πŸ•’ Date: 2024-09-23 | ⏱️ Read time: 14 min read

My 3 +1 jokers with templates for building a powerful analytical semantic layer
πŸ“Œ Graph RAG into Production – step-by-step

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-09-23 | ⏱️ Read time: 17 min read

A GCP native, fully serverless implementation that you will replicate in minutes
πŸ“Œ Breaking It Down : Chunking Techniques for Better RAG

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πŸ•’ Date: 2024-09-23 | ⏱️ Read time: 19 min read

Mastering chunking for efficient retrieval in RAG systems
πŸ“Œ Programming an Arduino with CrewAI Agents

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2024-09-23 | ⏱️ Read time: 7 min read

An interaction between electronics and LLMs
πŸ“Œ Embeddings Are Kind of Shallow

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2024-09-23 | ⏱️ Read time: 33 min read

What I learned doing semantic search on U.S. Presidents with four language model embeddings
πŸ“Œ Build Your Agents from Scratch

πŸ—‚ Category:

πŸ•’ Date: 2024-09-23 | ⏱️ Read time: 8 min read

Design your own agents without any framework
πŸ“Œ Data Empowers Business

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-09-22 | ⏱️ Read time: 10 min read

Exploiting the full potential of universal data supply
πŸ“Œ How I Deal with Hallucinations at an AI Startup

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-09-22 | ⏱️ Read time: 8 min read

And the difference between weak vs strong grounding
πŸ“Œ Hands-On Numerical Derivative with Python, from Zero to Hero

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-22 | ⏱️ Read time: 10 min read

Here’s everything you need to know (beyond the standard definition) to master the numerical derivative…
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1️⃣ Data Science
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πŸ“Œ Beyond ROC-AUC and KS: The Gini Coefficient, Explained Simply

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-09-30 | ⏱️ Read time: 7 min read

Understanding Gini and Lorenz curves for smarter model evaluation
πŸ“Œ Actual Intelligence in the Age of AI

πŸ—‚ Category: AUTHOR SPOTLIGHTS

πŸ•’ Date: 2025-09-30 | ⏱️ Read time: 11 min read

Jarom Hulet on mastering fundamentals, hiring well, and deciding what to write about next
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πŸ“Œ How to Build Effective Agentic Systems with LangGraph

πŸ—‚ Category: AGENTIC AI

πŸ•’ Date: 2025-09-30 | ⏱️ Read time: 12 min read

Create AI workflows with agentic frameworks