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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📌 How to Tackle the Weekend Quiz Like a Bayesian

🗂 Category: PROBABILITY

🕒 Date: 2024-10-28 | ⏱️ Read time: 10 min read

Do you know which of these is a malmsey? Can you make a good guess?
📌 How to Negotiate Your Salary as a Data Scientist

🗂 Category: CAREER ADVICE

🕒 Date: 2024-10-27 | ⏱️ Read time: 7 min read

And how much I made my first year
📌 The AI Productivity Paradox: Why Aren’t More Workers Using ChatGPT?

🗂 Category: PRODUCT MANAGEMENT

🕒 Date: 2024-10-27 | ⏱️ Read time: 7 min read

The Real Barrier Isn’t Technical Skills – It’s Time to Think
📌 Transforming Data Quality: Automating SQL Testing for Faster, Smarter Analytics

🗂 Category: SQL

🕒 Date: 2024-10-26 | ⏱️ Read time: 13 min read

How to test the quality of SQL and resultant dataset against the business question to…
📌 C Programming Using Claude’s New Computer Use Model

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-25 | ⏱️ Read time: 10 min read

How well can Sonnet write and run code on your behalf?
📌 Neural Networks for Flexible Multivariate Forecasting

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-25 | ⏱️ Read time: 16 min read

An easy step-by-step guide to getting started with Neural Networks for Time Series Forecasting
📌 The Curse of Conway and the Data Space

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-10-25 | ⏱️ Read time: 16 min read

How modern trends can be traced back to Conway’s Law
📌 AI Agent Workflows: A Complete Guide on Whether to Build With LangGraph or LangChain

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-25 | ⏱️ Read time: 12 min read

LangChain and LangGraph – A deep dive on key building blocks, how they handle core…
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📌 Techniques for Chat Data Analytics with Python

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-25 | ⏱️ Read time: 9 min read

Part I: Communication Density Analysis
📌 Multilayer Perceptron, Explained: A Visual Guide with Mini 2D Dataset

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-10-25 | ⏱️ Read time: 14 min read

Dissecting the math (with visuals) of a tiny neural network
📌 Claude’s Computer Use – Intuitively and Exhaustively Explained

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-25 | ⏱️ Read time: 14 min read

How Anthropic made AI that can control your computer
📌 4 Years of Data Science in 8 Minutes

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-24 | ⏱️ Read time: 9 min read

What I have learned in my 4+ year journey of studying data science
📌 Build and Deploy a Multi-File, Multi-Format RAG App to the Web

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-24 | ⏱️ Read time: 13 min read

Part 1 – Developing the code using Python, Gradio, GROQ & LlamaIndex
📌 From AI Canvas to MLOps Stack Canvas: Are They Essential?

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-10-24 | ⏱️ Read time: 17 min read

The AI, ML and MLOps stack canvases, explained with examples
📌 AI in Practice: How to Choose and Deploy the Right Strategy

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-24 | ⏱️ Read time: 4 min read

Our weekly selection of must-read Editors’ Picks and original features
📌 Automatic Vectorization in JAX

🗂 Category: DEEP LEARNING

🕒 Date: 2024-10-24 | ⏱️ Read time: 9 min read

Let the loops fly away!
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📌 Generating Consistent Imagery with Gemini

🗂 Category: LLM APPLICATIONS

🕒 Date: 2025-09-23 | ⏱️ Read time: 19 min read

A practical guide to building a prompt-based generation pipeline for your image library
📌 The Art of Asking Good Questions

🗂 Category: DATA SCIENCE

🕒 Date: 2025-09-23 | ⏱️ Read time: 7 min read

As a data scientist, are you driving product decisions? Or just supporting them? The right…
📌 Generative AI Myths, Busted: An Engineers’s Quick Guide

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2025-09-23 | ⏱️ Read time: 11 min read

A super simple and quick guide to how generative AI works, the myths around it,…
📌 Why Are Marketers Turning To Quasi Geo-Lift Experiments? (And How to Plan Them)

🗂 Category: DATA SCIENCE

🕒 Date: 2025-09-23 | ⏱️ Read time: 22 min read

Are “quasi” geo-lift experiments the missing piece for your marketing science function?
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📌 Understanding K-Fold Target Encoding to Handle High Cardinality

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-10-26 | ⏱️ Read time: 7 min read

Balancing complexity and performance: An in-depth look at K-fold target encoding