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 A Design Researcher’s Guide to Publishing

πŸ—‚ Category: DESIGN

πŸ•’ Date: 2024-12-15 | ⏱️ Read time: 10 min read

Turn β€˜publish or perish’ into β€˜learn, write, and share’
πŸ“Œ Let’s Learn a Little About Computer Vision via Sudoku

πŸ—‚ Category:

πŸ•’ Date: 2024-12-14 | ⏱️ Read time: 9 min read

Solving Sudoku is a fun challenge for coding, and adding computer vision to populate the…
πŸ“Œ Ranking Basics: Pointwise, Pairwise, Listwise

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-14 | ⏱️ Read time: 8 min read

Because thy neighbour matters
πŸ“Œ Agentic AI: Building Autonomous Systems from Scratch

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-13 | ⏱️ Read time: 16 min read

A Step-by-Step Guide to Creating Multi-Agent Frameworks in the Age of Generative AI
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πŸ“Œ How I’d Learn AI in 2025 (If I Could Start Over)

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-12-13 | ⏱️ Read time: 7 min read

A 5-step roadmap for today’s landscape
πŸ“Œ Efficient Large Dimensional Self-Organising Maps with PyTorch

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-13 | ⏱️ Read time: 6 min read

Because it’s fun to self-organise
πŸ“Œ Addressing the Butterfly Effect: Data Assimilation Using Ensemble Kalman Filter

πŸ—‚ Category:

πŸ•’ Date: 2024-12-13 | ⏱️ Read time: 9 min read

Learn how to implement the Ensemble Kalman Filter for data assimilation, with mathematical details step-by-step…
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πŸ“Œ I’m Doing the Advent of Code 2024 in Python – Day 3

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-13 | ⏱️ Read time: 5 min read

Let’s see how many stars we’ll collect.
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πŸ“Œ Bayes’ Theorem: Understanding Business Outcomes with Evidence

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-12 | ⏱️ Read time: 11 min read

A practical introduction to Bayes’ Theorem: Probability for Data Science Series (2)
πŸ“Œ Why Retrieval-Augmented Generation Is Still Relevant in the Era of Long-Context Language Models

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-12 | ⏱️ Read time: 7 min read

In this article we will explore why 128K tokens and more models can’t fully replace…
πŸ“Œ CV VideoPlayer – Once and For All

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-12-12 | ⏱️ Read time: 6 min read

A Python video player package made for computer vision research
πŸ“Œ Why β€œAI Can’t Reason” Is a Bias

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-12 | ⏱️ Read time: 11 min read

We humans are proud creatures
πŸ“Œ SQLite in Production: Dreams Becoming Reality

πŸ—‚ Category:

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

On the virtues of radical simplicity
πŸ“Œ The Economics of Artificial Intelligence, Causal Tools, ChatGPT’s Impact, and Other Holiday Reads

πŸ—‚ Category: CHATGPT

πŸ•’ Date: 2024-12-12 | ⏱️ Read time: 5 min read

Our weekly selection of must-read Editors’ Picks and original features
πŸ“Œ Data Valuation – A Concise Overview

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-12 | ⏱️ Read time: 11 min read

ChatGPT and similar LLMs were trained on insane amounts of data. OpenAI and Co. scraped…
πŸ“Œ Extracting Structured Vehicle Data from Images

πŸ—‚ Category:

πŸ•’ Date: 2025-01-27 | ⏱️ Read time: 10 min read

Build an Automated Vehicle Documentation System that Extracts Structured Information from Images, using OpenAI API,…
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πŸ“Œ Beyond Causal Language Modeling

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-27 | ⏱️ Read time: 7 min read

A deep dive into β€œNot All Tokens Are What You Need for Pretraining”
πŸ“Œ Data-Driven Decision Making with Sentiment Analysis in R

πŸ—‚ Category: NATURAL LANGUAGE PROCESSING

πŸ•’ Date: 2025-01-21 | ⏱️ Read time: 15 min read

Leveraging the Quanteda, Textstem and Sentimentr Packages to Extract Customer Insights and Enhance Business Strategy
πŸ“Œ Analysis of Sales Shift in Retail with Causal Impact: A Case Study at Carrefour

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-09-17 | ⏱️ Read time: 12 min read

Applying causal inference to measure the effect of product unavailability on retail sales at Carrefour
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πŸ“Œ RAG Explained: Understanding Embeddings, Similarity, and Retrieval

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-09-17 | ⏱️ Read time: 10 min read

Let’s take a closer look at how the retrieval mechanism works