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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📌 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
📌 Untangling AI systems

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-10-26 | ⏱️ Read time: 16 min read

How physics can help us understand neural networks
📌 Learnings from My First Year of Being a Data Analyst

🗂 Category: DATA SCIENCE

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

Insights on dealing with statistics, interacting with people, and maximizing productivity at the workplace
📌 Gen-AI Safety Landscape: A Guide to the Mitigation Stack for Text-to-Image Models

🗂 Category:

🕒 Date: 2024-10-26 | ⏱️ Read time: 15 min read

No Wild West for AI: A tour of the safety components that tame T2I models
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📌 Oversampling and Undersampling, Explained: A Visual Guide with Mini 2D Dataset

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-26 | ⏱️ Read time: 11 min read

Artificially generating and deleting data for the greater good
📌 Awesome Plotly with Code Series (Part 2): Colouring Bar Charts

🗂 Category: DATA SCIENCE

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

Don’t create a rainbow coloured bar chart. But don’t make your bar charts boring either
📌 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…
📌 Are you Aware of the Potential of Your Data Expertise in Driving Business Profitability?

🗂 Category: ANALYTICS

🕒 Date: 2024-10-24 | ⏱️ Read time: 12 min read

A reflection of a supply chain data scientist who randomly discovered the power of data…
📌 How AlphaFold 3 Is Like DALLE 2 and Other Learnings

🗂 Category:

🕒 Date: 2024-10-24 | ⏱️ Read time: 7 min read

Understanding AI applications in bio for machine learning engineers
📌 Time Series – From Analyzing the Past to Predicting the Future

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-23 | ⏱️ Read time: 22 min read

How to learn from the past with time series.
📌 ML Metamorphosis: Chaining ML Models for Optimized Results

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-23 | ⏱️ Read time: 8 min read

The universal principle of knowledge distillation, model compression, and rule extraction