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 The Generalist: The New All-Around Type of Data Professional?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-09-01 | ⏱️ Read time: 6 min read

Is over-specialization ending and are data generalists on the rise?
πŸ“Œ How to Develop a Bilingual Voice Assistant

πŸ—‚ Category: LLM APPLICATIONS

πŸ•’ Date: 2025-08-31 | ⏱️ Read time: 8 min read

Exploring ways to make voice assistants more personal
πŸ“Œ The Machine Learning Lessons I’ve Learned This Month

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-08-31 | ⏱️ Read time: 5 min read

August 2025: logging, lab notebooks, overnight runs
πŸ“Œ Understanding Matrices | Part 4: Matrix Inverse

πŸ—‚ Category: MATH

πŸ•’ Date: 2025-08-30 | ⏱️ Read time: 18 min read

The physical meaning of matrix inversion, related formulas, and how inversion behaves on several special…
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πŸ“Œ Crafting a Custom Voice Assistant with Perplexity

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-08-30 | ⏱️ Read time: 10 min read

How to build a fully functional, hands-free voice assistant on a Raspberry Pi
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πŸ“Œ Marginal Effect of Hyperparameter Tuning with XGBoost

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-08-29 | ⏱️ Read time: 17 min read

Demystifying Bayesian hyperparameter optimization and comparing hyperparameter tuning paradigms
πŸ“Œ Toward Digital Well-Being: Using Generative AI to Detect and Mitigate Bias in Social Networks

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-08-29 | ⏱️ Read time: 9 min read

This research answered the question: How can machine learning and artificial intelligence help us to…
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πŸ“Œ Unlocking Multimodal Video Transcription with Gemini

πŸ—‚ Category: LLM APPLICATIONS

πŸ•’ Date: 2025-08-29 | ⏱️ Read time: 66 min read

Explore how to transcribe videos with speaker identification in a single prompt
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πŸ“Œ How to Import Pre-Annotated Data into Label Studio and Run the Full Stack with Docker

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-08-29 | ⏱️ Read time: 9 min read

From VOC to JSON: Importing pre-annotations made simple
πŸ“Œ Implementing the Hangman Game in Python

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2025-08-28 | ⏱️ Read time: 11 min read

A beginner-friendly project to understand variables, loops, and conditions in Python
πŸ“Œ Stepwise Selection Made Simple: Improve Your Regression Models in Python

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-08-28 | ⏱️ Read time: 21 min read

Dimensionality reduction in linear regression: classical stepwise methods and a Python application on real-world data
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πŸ“Œ Graph Coloring for Data Science: A Comprehensive Guide

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-08-28 | ⏱️ Read time: 11 min read

From theoretical puzzles to practical applications
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πŸ“Œ A Visual Guide to Tuning Decision-Tree Hyperparameters

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-08-28 | ⏱️ Read time: 11 min read

How hyperparameter tuning visually changes decision trees
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πŸ“Œ August Must-Reads: LLM Costs, Research Agents, and More

πŸ—‚ Category: THE VARIABLE

πŸ•’ Date: 2025-08-28 | ⏱️ Read time: 2 min read

Our most-read and -shared stories of the past month
πŸ“Œ Air for Tomorrow: Why Openness in Air Quality Research and Implementation Matters for Global Equity

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-08-27 | ⏱️ Read time: 10 min read

Understand how open source can help you unravel air quality
πŸ“Œ Get AI-Ready: How to Prepare for a World of Agentic AI as Tech Professionals

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-08-27 | ⏱️ Read time: 6 min read

Explore how Agentic AI is reshaping the tech careers, from data to decision-making, and how…
πŸ“Œ Everything I Studied to Become a Machine Learning Engineer (No CS Background)

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-08-27 | ⏱️ Read time: 9 min read

The books, courses, and resources I used in my journey.
πŸ“Œ Time Series Forecasting Made Simple (Part 4.1): Understanding Stationarity in a Time Series

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-08-27 | ⏱️ Read time: 11 min read

An intuitive guide to stationarity in a time series
πŸ“Œ A Brief History of GPT Through Papers

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-08-27 | ⏱️ Read time: 16 min read

Language models are becoming really good. But where did they come from?
πŸ“Œ The Math You Need to Pan and Tilt 360Β° Images

πŸ—‚ Category: MATH

πŸ•’ Date: 2025-08-27 | ⏱️ Read time: 12 min read

Panning a spherical image is just a horizontal roll, but tilting it vertically is much…