Machine Learning
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Real Machine Learning β€” simple, practical, and built on experience.
Learn step by step with clear explanations and working code.

Admin: @HusseinSheikho || @Hussein_Sheikho
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πŸ“Œ Top 5 Geospatial Data APIs for Advanced Analysis

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-06 | ⏱️ Read time: 22 min read

Explore Overpass, Geoapify, Distancematrix.ai, Amadeus, and Mapillary for Advanced Mapping and Location Data
πŸ“Œ Getting Started with Powerful Data Tables in your Python Web Apps

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-06 | ⏱️ Read time: 6 min read

Using AG Grid to build a Finance app in pure Python with Reflex
πŸ“Œ How Did Open Food Facts Fix OCR-Extracted Ingredients Using Open-Source LLMs?

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-10-06 | ⏱️ Read time: 15 min read

Delve into an end-to-end Machine Learning project to improve the quality of the Open Food…
πŸ“Œ Exploring the AI Alignment Problem with GridWorlds

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-06 | ⏱️ Read time: 25 min read

It’s difficult to build capable AI agents without encountering orthogonal goals
πŸ“Œ FormulaFeatures: A Tool to Generate Highly Predictive Features for Interpretable Models

πŸ—‚ Category:

πŸ•’ Date: 2024-10-06 | ⏱️ Read time: 41 min read

Create more interpretable models by using concise, highly predictive features, automatically engineered based on arithmetic…
πŸ“Œ The Rise of Pallas: Unlocking TPU Potential with Custom Kernels

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-06 | ⏱️ Read time: 17 min read

Accelerating AI/ML Model Training with Custom Operators – Part 3
πŸ“Œ How I Turned IPL Stats into a Mesmerizing Bar Chart Race

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-06 | ⏱️ Read time: 8 min read

A step-by-step guide to creating captivating animated visualizations for data storytelling
πŸ“Œ AI Agents: The Intersection of Tool Calling and Reasoning in Generative AI

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-05 | ⏱️ Read time: 13 min read

Unpacking problem solving and tool-driven decision making in AI
πŸ“Œ RAG 101: Chunking Strategies

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-10-05 | ⏱️ Read time: 13 min read

Why, When, and How to chunk for enhanced RAG. Build intuition to develop chunking strategies.
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πŸ“Œ Learning Triton One Kernel At a Time: Vector Addition

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2025-09-27 | ⏱️ Read time: 9 min read

The basics of GPU programming, optimisation, and your first Triton kernel
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πŸ“Œ What Clients Really Ask for in AI Projects

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-09-27 | ⏱️ Read time: 7 min read

Managing AI projects is no walk in the park, but you have the power to…
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πŸ“Œ 5 Amazing Plugins for an Eye-Catching Visual Studio Code UI

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2024-10-05 | ⏱️ Read time: 7 min read

Make your code shine by transforming the IDE into a stunning coding environment
πŸ“Œ AI-Powered Corrosion Detection for Industrial Equipment: A Scalable Approach with AWS

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-05 | ⏱️ Read time: 6 min read

A Complete AWS ML Solution with SageMaker, Lambda, and API Gateway
πŸ“Œ Making Text Data AI-Ready

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-04 | ⏱️ Read time: 8 min read

An introduction using no-code solutions
πŸ“Œ Prompt Caching in LLMs: Intuition

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-10-04 | ⏱️ Read time: 4 min read

A brief tour of how caching works in attention-based models
πŸ“Œ Running visibility analysis in QGIS

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-04 | ⏱️ Read time: 10 min read

One of my all-time favourite types of spatial analysis is visibility analysis. It’s a really…
πŸ“Œ Four Takeaways from a 5-Year Journey

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-04 | ⏱️ Read time: 6 min read

Navigating the post-graduation learnings
πŸ“Œ Dynamic GitHub Pages – Panel (pyodide-worker)

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2024-10-04 | ⏱️ Read time: 12 min read

How do you create a dynamic and client-side GitHub Pages ? The first stone in an…
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πŸ“Œ Advanced Techniques in Lying using Data Visualizations

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2024-10-04 | ⏱️ Read time: 11 min read

Discover the power of chart design to manipulate an audience, whatever the narrative
πŸ“Œ Stop Guessing and Measure Your RAG System to Drive Real Improvements

πŸ—‚ Category:

πŸ•’ Date: 2024-10-04 | ⏱️ Read time: 30 min read

Key metrics and techniques to elevate your retrieval-augmented generation performance