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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📌 Topic Model Labelling with LLMs

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-07-14 | ⏱️ Read time: 6 min read

Python tutorial for reproducible labeling of cutting-edge topic models with GPT4-o-mini.
📌 There and Back Again: An AI Career Journey

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-14 | ⏱️ Read time: 7 min read

A full circle moment 30 years in the making
📌 Dynamic Inventory Optimization with Censored Demand

🗂 Category: DATA SCIENCE

🕒 Date: 2025-07-14 | ⏱️ Read time: 20 min read

A sequential decision framework with Bayesian learning
📌 Simple Guide to Multi-Armed Bandits: A Key Concept Before Reinforcement Learning

🗂 Category: REINFORCEMENT LEARNING

🕒 Date: 2025-07-14 | ⏱️ Read time: 12 min read

How AI learns to make better decisions and why you should care about exploration vs.…
📌 CLIP Model Overview :  Unlocking the Power of Multimodal AI

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-07-14 | ⏱️ Read time: 7 min read

The magic behind multimodal models unlocked through contrastive learning
📌 Tracking Drill-Through Actions on Power BI Report Titles

🗂 Category: POWER BI

🕒 Date: 2025-07-14 | ⏱️ Read time: 6 min read

When you have a drill-through page that can be called from multiple pages, it could…
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This channels is for Programmers, Coders, Software Engineers.

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1️⃣ Data Science
2️⃣ Machine Learning
3️⃣ Data Visualization
4️⃣ Artificial Intelligence
5️⃣ Data Analysis
6️⃣ Statistics
7️⃣ Deep Learning
8️⃣ programming Languages

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📌 The Age of Self-Evolving AI Is Here

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-07-17 | ⏱️ Read time: 17 min read

How Meta’s latest breakthrough lets models learn, adapt, and improve — all on their own
📌 Let AI Tune Your Voice Assistant

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-14 | ⏱️ Read time: 29 min read

A practical guide to automating prompt engineering for voice assistants
📌 Are You Being Unfair to LLMs?

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-07-11 | ⏱️ Read time: 9 min read

They may deserve better.
📌 Hitchhiker’s Guide to RAG: From Tiny Files to Tolstoy with OpenAI’s API and LangChain

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-07-11 | ⏱️ Read time: 9 min read

Scaling a simple RAG pipeline from simple notes to full books
📌 Building a Сustom MCP Chatbot

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-10 | ⏱️ Read time: 25 min read

Understanding all the details of the model context protocol
📌 Reducing Time to Value for Data Science Projects: Part 3

🗂 Category: DATA SCIENCE

🕒 Date: 2025-07-10 | ⏱️ Read time: 14 min read

Setting up a robust experimentation process
📌 Scene Understanding in Action: Real-World Validation of Multimodal AI Integration

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-10 | ⏱️ Read time: 13 min read

A deep dive into real-world case studies: from indoor space and urban streets to world-famous…
📌 Evaluation-Driven Development for LLM-Powered Products: Lessons from Building in Healthcare

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-07-10 | ⏱️ Read time: 30 min read

How metrics and monitoring combine with human expertise to build trustworthy AI in healthcare.
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📌 Worried About AI? Use It to Your Advantage

🗂 Category: THE VARIABLE

🕒 Date: 2025-07-10 | ⏱️ Read time: 3 min read

This week, we focus on the future of data science and the opportunities that can…
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📌 The Crucial Role of NUMA Awareness in High-Performance Deep Learning

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-10 | ⏱️ Read time: 16 min read

PyTorch model performance analysis and optimization — Part 10
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📌 Work Data Is the Next Frontier for GenAI

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-07-09 | ⏱️ Read time: 17 min read

9 reasons why work data is the single most valuable data source for LLM training,…
📌 Recap of all types of LLM Agents

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-07-09 | ⏱️ Read time: 6 min read

Regular, ReAct, Chain-of-Thought, Reflexion, ToT, GoT, PoT
📌 AI Agents Are Shaping the Future of Work Task by Task, Not Job by Job

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-07-09 | ⏱️ Read time: 12 min read

What two groundbreaking studies reveal about the future of human-AI collaboration, and the enterprise playbook…
📌 How to Perform Effective Data Cleaning for Machine Learning

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-07-09 | ⏱️ Read time: 11 min read

Learn how you can improve your machine learning models using effective data cleaning