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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📌 Why Your Next LLM Might Not Have A Tokenizer

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-06-24 | ⏱️ Read time: 16 min read

The Tokenizer Has Been a Necessary Evil, but This Radical Approach Shows That It Might…
📌 Build Multi-Agent Apps with OpenAI’s Agent SDK

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-24 | ⏱️ Read time: 21 min read

Creating multi-agent apps is simple with this open-source SDK, and it can be used with…
📌 Reinforcement Learning from Human Feedback, Explained Simply

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-06-23 | ⏱️ Read time: 7 min read

The one technique that made ChatGPT so smart
📌 Programming, Not Prompting: A Hands-On Guide to DSPy

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-23 | ⏱️ Read time: 16 min read

A practical deep dive into declarative AI programming
📌 Building A Modern Dashboard with Python and Taipy

🗂 Category: PROGRAMMING

🕒 Date: 2025-06-23 | ⏱️ Read time: 11 min read

A guide to building a front-end data application.
📌 Building AI-Powered Low-Code Workflows with n8n

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-23 | ⏱️ Read time: 27 min read

Three powerful workflows that you can apply to your personal life or business today
📌 Why You Should Not Replace Blanks with 0 in Power BI

🗂 Category: DATA ANALYSIS

🕒 Date: 2025-06-20 | ⏱️ Read time: 7 min read

Did someone ask you to replace blank values with 0 in your reports? Maybe you…
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📌 Understanding Application Performance with Roofline Modeling

🗂 Category:

🕒 Date: 2025-06-20 | ⏱️ Read time: 10 min read

A common challenge with calculating an application’s performance is that the real-world performance and theoretical…
📌 Beyond Model Stacking: The Architecture Principles That Make Multimodal AI Systems Work

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-19 | ⏱️ Read time: 16 min read

Transforming Independent Models into Collaborative Intelligence
📌 Understanding Matrices | Part 2: Matrix-Matrix Multiplication

🗂 Category: MATH

🕒 Date: 2025-06-19 | ⏱️ Read time: 15 min read

The physical meaning of multiplying two matrices and how it works on several special matrices.
📌 Implementing the Gaussian Challenge in Python

🗂 Category: PROGRAMMING

🕒 Date: 2025-09-08 | ⏱️ Read time: 5 min read

Beginner-friendly tutorial to understand range function and Python loops
📌 Agentic AI and the Future of Python Project Management Tooling

🗂 Category: AGENTIC AI

🕒 Date: 2025-09-08 | ⏱️ Read time: 10 min read

Introducing a pyramid framework of evolution, accelerating and decelerating factors, and strategic recommendations for incumbents…
📌 From Tokens to Theorems: Building a Neuro-Symbolic AI Mathematician

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-09-08 | ⏱️ Read time: 25 min read

The next Gauss may not be born — they may be spun up in the…
📌 LLM-as-a-Judge: A Practical Guide

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-06-19 | ⏱️ Read time: 16 min read

How to Scale LLM Evaluations Beyond Manual Review
📌 From Configuration to Orchestration: Building an ETL Workflow with AWS Is No Longer a Struggle

🗂 Category: DATA ENGINEERING

🕒 Date: 2025-06-19 | ⏱️ Read time: 7 min read

A step-by-step guide to leverage AWS services for efficient data pipeline automation
📌 Core Machine Learning Skills, Revisited

🗂 Category: THE VARIABLE

🕒 Date: 2025-06-19 | ⏱️ Read time: 3 min read

With all the buzz around agents, LLMs, and the tools they power, it’s sometimes easy…
📌 Beyond Code Generation: Continuously Evolve Text with LLMs

🗂 Category: LARGE LANGUAGE MODELS

🕒 Date: 2025-06-19 | ⏱️ Read time: 17 min read

Long-running content evolution and an introduction to result analysis
📌 Animating Linear Transformations with Quiver

🗂 Category: DATA VISUALIZATION

🕒 Date: 2025-06-18 | ⏱️ Read time: 8 min read

A useful tool in your quiver
📌 A Multi-Agent SQL Assistant You Can Trust with Human-in-Loop Checkpoint & LLM Cost Control

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-06-18 | ⏱️ Read time: 19 min read

Your very own SQL assistant built with Streamlit, SQLite, & CrewAI
📌 Can We Use Chess to Predict Soccer?

🗂 Category: DATA SCIENCE

🕒 Date: 2025-06-18 | ⏱️ Read time: 29 min read

An adaptation of Elo ratings for soccer implemented in Python
📌 Computer Vision’s Annotation Bottleneck Is Finally Breaking

🗂 Category: SPONSORED CONTENT

🕒 Date: 2025-06-18 | ⏱️ Read time: 8 min read

A Technical Deep Dive into Auto-Labeling