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 The Intersection of Memory and Grounding in AI Systems

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-07-24 | ⏱️ Read time: 8 min read

Understanding the 4 key types of memory, the methods of language model grounding, and the…
πŸ“Œ Past is Prologue: How Conversational Analytics Is Changing Data Work

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-10-09 | ⏱️ Read time: 7 min read

The future of reporting will be about encoding the value proposition of a product into…
πŸ“Œ How the Rise of Tabular Foundation Models Is Reshaping Data Science

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-10-09 | ⏱️ Read time: 13 min read

A turning point for data analysis?
πŸ“Œ Python Poetry – The Best Data Science Dependency Management Tool?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-30 | ⏱️ Read time: 8 min read

Poetry makes deploying machine learning applications a breeze – learn how!
πŸ“Œ 10 Data + AI Observations for Fall 2025

πŸ—‚ Category: DATA SCIENCE

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

What’s happeningβ€”and what’s nextβ€” for data and AI at the close of 2025.
πŸ“Œ Dreaming in Blocksβ€Šβ€”β€ŠMineWorld, the Minecraft World Model

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-10-10 | ⏱️ Read time: 11 min read

Explaining β€œMineWorld: A real-time and open-source interactive world model on Minecraft” in simple terms.
πŸ“Œ Boost Your Data Science Job Hunt During Tech Layoffs, Part I

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-23 | ⏱️ Read time: 7 min read

With these 5 actionable steps
πŸ“Œ Linear Programming Optimization: Foundations

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-22 | ⏱️ Read time: 12 min read

Part 1 – Basic Concepts and Examples
πŸ“Œ What Is Causal Inference?

πŸ—‚ Category: STATISTICS

πŸ•’ Date: 2024-07-22 | ⏱️ Read time: 13 min read

A beginner’s guide to causal inference methods: randomized controlled trials, difference-in-differences, synthetic control, and A/B…
πŸ“Œ LangChain’s Parent Document Retriever – Revisited

πŸ—‚ Category:

πŸ•’ Date: 2024-07-22 | ⏱️ Read time: 7 min read

Enhance retrieval with context using your vector database only
πŸ“Œ Quantifying Burned Areas from Wildfires Using Satellite Imagery

πŸ—‚ Category: CLIMATE CHANGE

πŸ•’ Date: 2024-07-22 | ⏱️ Read time: 9 min read

Determining the burned area in forests due to wildfires using Sentinel-2 images with Python in…
πŸ“Œ You Don’t Need Matplotlib When Pandas Is Enough for Data Visualisation

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-22 | ⏱️ Read time: 6 min read

One line of code to plot data makes routine EDA jobs easier
πŸ“Œ Python’s Parallel Paradigm Shift

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-07-22 | ⏱️ Read time: 13 min read

Exploring the performance potential of a GIL-free Python
πŸ“Œ Advanced Data Modelling

πŸ—‚ Category: ANALYTICS

πŸ•’ Date: 2024-07-21 | ⏱️ Read time: 16 min read

Data model layers, environments, tests and data quality explained
πŸ“Œ How To Start Technical Writing & Blogging

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-07-21 | ⏱️ Read time: 8 min read

Why writing data science blogs changed my career.
πŸ“Œ Let’s reproduce NanoGPT with JAX!(Part 1)

πŸ—‚ Category:

πŸ•’ Date: 2024-07-21 | ⏱️ Read time: 8 min read

Part 1: Build 124M GPT2 with JAX. Part 2: Optimize the training speed in Single…
πŸ“Œ Forecasting in the Age of Foundation Models

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-07-20 | ⏱️ Read time: 17 min read

Benchmarking Lag-Llama against XGBoost
πŸ“Œ Modern Enterprise Data Modeling

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-07-20 | ⏱️ Read time: 13 min read

How to address the shortcomings of shallow, outdated models and future-proof your modeling strategy
πŸ“Œ Full Guide to Building a Professional Portfolio with Python, Markdown, Git, and GitHub Pages

πŸ—‚ Category:

πŸ•’ Date: 2024-07-20 | ⏱️ Read time: 11 min read

This article is a end-to-end guide to build a professional portfolio for developpers and data…
πŸ“Œ Event Study Designs: A Beginner’s Guide

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-07-20 | ⏱️ Read time: 10 min read

Event Study Designs: What are they and what are they not.
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