Machine Learning – Telegram
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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📌 Structured LLM Output Using Ollama

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-17 | ⏱️ Read time: 11 min read

Control your model responses effectively
📌 The Essential Guide to R and Python Libraries for Data Visualization

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-16 | ⏱️ Read time: 19 min read

Let’s dive into the most important libraries in R and Python to visualise data and…
📌 Credit Card Fraud Detection with Different Sampling Techniques

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-15 | ⏱️ Read time: 10 min read

How to deal with imbalanced data
📌 A Design Researcher’s Guide to Publishing

🗂 Category: DESIGN

🕒 Date: 2024-12-15 | ⏱️ Read time: 10 min read

Turn ‘publish or perish’ into ‘learn, write, and share’
📌 Let’s Learn a Little About Computer Vision via Sudoku

🗂 Category:

🕒 Date: 2024-12-14 | ⏱️ Read time: 9 min read

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

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-14 | ⏱️ Read time: 8 min read

Because thy neighbour matters
📌 Agentic AI: Building Autonomous Systems from Scratch

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 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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📌 How I’d Learn AI in 2025 (If I Could Start Over)

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-12-13 | ⏱️ Read time: 7 min read

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

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-13 | ⏱️ Read time: 6 min read

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

🗂 Category:

🕒 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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📌 I’m Doing the Advent of Code 2024 in Python – Day 3

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-13 | ⏱️ Read time: 5 min read

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

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-12 | ⏱️ Read time: 11 min read

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

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 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…
📌 CV VideoPlayer – Once and For All

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-12-12 | ⏱️ Read time: 6 min read

A Python video player package made for computer vision research
📌 Why “AI Can’t Reason” Is a Bias

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-12-12 | ⏱️ Read time: 11 min read

We humans are proud creatures
📌 SQLite in Production: Dreams Becoming Reality

🗂 Category:

🕒 Date: 2024-12-12 | ⏱️ Read time: 12 min read

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

🗂 Category: CHATGPT

🕒 Date: 2024-12-12 | ⏱️ Read time: 5 min read

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

🗂 Category: DATA SCIENCE

🕒 Date: 2024-12-12 | ⏱️ Read time: 11 min read

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

🗂 Category:

🕒 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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📌 Beyond Causal Language Modeling

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-01-27 | ⏱️ Read time: 7 min read

A deep dive into “Not All Tokens Are What You Need for Pretraining”
📌 Data-Driven Decision Making with Sentiment Analysis in R

🗂 Category: NATURAL LANGUAGE PROCESSING

🕒 Date: 2025-01-21 | ⏱️ Read time: 15 min read

Leveraging the Quanteda, Textstem and Sentimentr Packages to Extract Customer Insights and Enhance Business Strategy