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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📌 From a Point to L∞

🗂 Category: MATH

🕒 Date: 2025-05-02 | ⏱️ Read time: 9 min read

How AI uses distance
📌 Build and Query Knowledge Graphs with LLMs

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-05-02 | ⏱️ Read time: 28 min read

Going from document ingestion to smart queries — all with open tools and guided setup
📌 Attaining LLM Certainty with AI Decision Circuits

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-05-02 | ⏱️ Read time: 15 min read

Uncertainty is nothing new in technology  —  all modern systems overcome uncertain inputs and outputs…
📌 The Shape‑First Tune‑Up Provides Organizations with a Means to Reduce MongoDB Expenses by 79%

🗂 Category: DATA ENGINEERING

🕒 Date: 2025-05-02 | ⏱️ Read time: 9 min read

A real-world engineering fix that saved over $12K/month on MongoDB without upgrading infrastructure.
📌 Why I stopped Using Cursor and Reverted to VSCode

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-02 | ⏱️ Read time: 6 min read

Is GitHub Copilot the best AI-assistant for Data Scientists?
📌 The Difference between Duplicate and Reference in Power Query

🗂 Category: DATA ENGINEERING

🕒 Date: 2025-05-02 | ⏱️ Read time: 9 min read

In Power Query, we can duplicate or reference existing tables. But what are the differences…
📌 Want Better Clusters? Try DeepType

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-02 | ⏱️ Read time: 9 min read

A smarter way to cluster data using deep learning
📌 Talking to Kids About AI

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-02 | ⏱️ Read time: 16 min read

“This is your brain on an LLM”, and other things you shouldn’t say
📌 Agentic AI 101: Starting Your Journey Building AI Agents

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-02 | ⏱️ Read time: 12 min read

Learn the fundamentals of how to create AI Agents.
📌 Rust for Python Developers: Why You Should Take a Look at the Rust Programming Language

🗂 Category: PROGRAMMING

🕒 Date: 2025-05-02 | ⏱️ Read time: 13 min read

Discover how Rust complements Python with speed, safety, and control — and why it’s worth…
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📌 A Farewell to APMs — The Future of Observability is MCP tools

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-01 | ⏱️ Read time: 10 min read

Like many other fields, the world of observability is about to be turned upside down
📌 Step-by-Step Guide to Build and Deploy an LLM-Powered Chat with Memory in Streamlit

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-05-01 | ⏱️ Read time: 17 min read

And monitor your API usage on Google Cloud Console
📌 Practical Eigenvectors

🗂 Category: DATA SCIENCE

🕒 Date: 2025-05-01 | ⏱️ Read time: 21 min read

Learn 80% about what they are and their applications with 20% effort
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📌 April Must-Reads: Agentic AI, Python, and More

🗂 Category: THE VARIABLE

🕒 Date: 2025-05-01 | ⏱️ Read time: 3 min read

This week, we celebrate recent articles that resonated the most with our community.
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📌 How AI Is Rewriting the Day-to-Day of Data Scientists

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-05-01 | ⏱️ Read time: 12 min read

In my past articles, I have explored and compared many AI tools, for example, Google’s…
📌 How Would I Learn to Code with ChatGPT if I Had to Start Again

🗂 Category: CHATGPT

🕒 Date: 2025-05-01 | ⏱️ Read time: 11 min read

Exploring ChatGPT in my 15 years coding learning journey — Moving beyond copy-pasting
📌 Modern GUI Applications for Computer Vision in Python

🗂 Category: COMPUTER VISION

🕒 Date: 2025-04-30 | ⏱️ Read time: 15 min read

Create computer vision applications with a modern graphical user interface in Python using OpenCV and…
📌 Why Are Convolutional Neural Networks Great For Images?

🗂 Category: DEEP LEARNING

🕒 Date: 2025-04-30 | ⏱️ Read time: 4 min read

How data symmetry informs neural network architectures
📌 Beyond Glorified Curve Fitting: Exploring the Probabilistic Foundations of Machine Learning

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-04-30 | ⏱️ Read time: 12 min read

An introduction to probabilistic thinking — and why it’s the foundation for robust and explainable…
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📌 Reinforcement Learning from One Example?

🗂 Category: MACHINE LEARNING

🕒 Date: 2025-04-30 | ⏱️ Read time: 4 min read

Why 1-shot RLVR might be the breakthrough we’ve been waiting for
📌 Turning Product Data into Strategic Decisions

🗂 Category: PRODUCT MANAGEMENT

🕒 Date: 2025-04-30 | ⏱️ Read time: 14 min read

For business leaders, product analytics isn’t just about tracking KPIs or building dashboards