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
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πŸ“Œ How to Negotiate Your Salary as a Data Scientist

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-10-27 | ⏱️ Read time: 7 min read

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

πŸ—‚ Category: PRODUCT MANAGEMENT

πŸ•’ Date: 2024-10-27 | ⏱️ Read time: 7 min read

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

πŸ—‚ Category: SQL

πŸ•’ Date: 2024-10-26 | ⏱️ Read time: 13 min read

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

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-25 | ⏱️ Read time: 10 min read

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

πŸ—‚ Category: DATA SCIENCE

πŸ•’ 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
πŸ“Œ The Curse of Conway and the Data Space

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-10-25 | ⏱️ Read time: 16 min read

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

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ 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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πŸ“Œ Techniques for Chat Data Analytics with Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-25 | ⏱️ Read time: 9 min read

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

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-10-25 | ⏱️ Read time: 14 min read

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

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-25 | ⏱️ Read time: 14 min read

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

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-24 | ⏱️ Read time: 9 min read

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

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-24 | ⏱️ Read time: 13 min read

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

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-10-24 | ⏱️ Read time: 17 min read

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

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-24 | ⏱️ Read time: 4 min read

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

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2024-10-24 | ⏱️ Read time: 9 min read

Let the loops fly away!
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πŸ“Œ Generating Consistent Imagery with Gemini

πŸ—‚ Category: LLM APPLICATIONS

πŸ•’ Date: 2025-09-23 | ⏱️ Read time: 19 min read

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

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-09-23 | ⏱️ Read time: 7 min read

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

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-09-23 | ⏱️ Read time: 11 min read

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

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-09-23 | ⏱️ Read time: 22 min read

Are β€œquasi” geo-lift experiments the missing piece for your marketing science function?
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πŸ“Œ Understanding K-Fold Target Encoding to Handle High Cardinality

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-10-26 | ⏱️ Read time: 7 min read

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