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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📌 The Case for Centralized AI Model Inference Serving

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-04-01 | ⏱️ Read time: 11 min read

Optimizing highly parallel AI algorithm execution
📌 AI in Social Research and Polling

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-04-01 | ⏱️ Read time: 13 min read

What do we do when nobody answers the phone?
📌 Agentic AI: Single vs Multi-Agent Systems

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-04-01 | ⏱️ Read time: 14 min read

Demonstrated by building a tech news agent in LangGraph
📌 Graph Neural Networks Part 3: How GraphSAGE Handles Changing Graph Structure

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-04-01 | ⏱️ Read time: 9 min read

And how you can use it for large graphs
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📌 A Simple Implementation of the Attention Mechanism from Scratch

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-03-31 | ⏱️ Read time: 10 min read

How attention helped models like RNNs mitigate the vanishing gradient problem and capture long-range dependencies…
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📌 Create Your Supply Chain Analytics Portfolio to Land Your Dream Job

🗂 Category: DATA SCIENCE

🕒 Date: 2025-03-31 | ⏱️ Read time: 9 min read

A guide for students and professionals to build real-world projects and showcase their skills using…
📌 Understanding the Tech Stack Behind Generative AI

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-03-31 | ⏱️ Read time: 22 min read

From foundation models to vector databases and AI agents — what makes modern AI work
📌 The Art of Hybrid Architectures

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-03-28 | ⏱️ Read time: 32 min read

Combining CNNs and Transformers to Elevate Fine-Grained Visual Classification
📌 A Little More Conversation, A Little Less Action — A Case Against Premature Data Integration

🗂 Category: DATA SCIENCE

🕒 Date: 2025-03-28 | ⏱️ Read time: 14 min read

Running a large data integration project before embarking on the ML part is easily a…
📌 Master the 3D Reconstruction Process: A Step-by-Step Guide

🗂 Category: DATA SCIENCE

🕒 Date: 2025-03-28 | ⏱️ Read time: 17 min read

Learn the complete 3D reconstruction pipeline from feature extraction to dense matching. Master photogrammetry with…
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📌 AI Agents from Scratch: Multi-Agent System

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-03-28 | ⏱️ Read time: 14 min read

From Zero to Hero using only Python & Ollama (no GPU, no APIKEY)
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📌 From Physics to Probability: Hamiltonian Mechanics for Generative Modeling and MCMC

🗂 Category: MATH

🕒 Date: 2025-03-28 | ⏱️ Read time: 17 min read

Hamiltonian mechanics is a way to describe how physical systems, like planets or pendulums, move…
📌 Data Science: From School to Work, Part III

🗂 Category: DATA SCIENCE

🕒 Date: 2025-03-27 | ⏱️ Read time: 12 min read

Good practices for Python error handling and logging
📌 Japanese-Chinese Translation with GenAI: What Works and What Doesn’t

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-03-27 | ⏱️ Read time: 20 min read

Evaluating GenAI in Japanese-Chinese translation: current limits and opportunities
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📌 Talk to Videos

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-03-27 | ⏱️ Read time: 28 min read

Developing an interactive AI application for video-based learning in education and business
📌 How to Streamline Your Work with Agents and LLMs

🗂 Category: THE VARIABLE

🕒 Date: 2025-03-27 | ⏱️ Read time: 3 min read

This week, we focus on helping you improve your workflow with AI.
📌 About Towards Data Science

🗂 Category: ABOUT

🕒 Date: 2025-03-27 | ⏱️ Read time: 2 min read

We strive to present well-written, informative articles that our audience is excited to read.
📌 Automate Supply Chain Analytics Workflows with AI Agents using n8n

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-03-26 | ⏱️ Read time: 6 min read

What if you could automate complete supply chain analytics workflows  with low-code solutions?
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📌 AI Agents from Scratch: Iterations & Chains

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-03-26 | ⏱️ Read time: 7 min read

From Zero to Hero using only Python & Ollama (no GPU, no APIKEY)
📌 Uncertainty Quantification in Machine Learning with an Easy Python Interface

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-03-26 | ⏱️ Read time: 15 min read

The ML Uncertainty Package
📌 The Ultimate AI/ML Roadmap For Beginners

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-03-25 | ⏱️ Read time: 10 min read

How to learn AI/ML from scratch