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 Hands On Time Series Modeling of Rare Events, with Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-09-03 | ⏱️ Read time: 11 min read

This is how to model rare events occurrences in a time series in a few…
πŸ“Œ Stochastic Differential Equations and Temperature β€” NASA Climate Data pt. 2

πŸ—‚ Category: MATH

πŸ•’ Date: 2025-09-03 | ⏱️ Read time: 14 min read

The Ornstein-Uhlenbeck process in Python
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πŸ“Œ What Being a Data Scientist at a Startup Really Looks Like

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-09-03 | ⏱️ Read time: 9 min read

What I learned about growth, visibility, and chaos over the past five years
πŸ“Œ A Deep Dive into RabbitMQ & Python’s Celery: How to Optimise Your Queues

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2025-09-02 | ⏱️ Read time: 12 min read

Key lessons I’ve learned running RabbitMQ + Celery in production
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πŸ“Œ Implementing the Caesar Cipher in Python

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2025-09-02 | ⏱️ Read time: 7 min read

Julius Caesar was a Roman ruler known for his military strategies and excellent leadership. Named…
πŸ“Œ How to Scale Your AI Search to Handle 10M Queries with 5 Powerful Techniques

πŸ—‚ Category: CONVERSATIONAL AI

πŸ•’ Date: 2025-09-02 | ⏱️ Read time: 9 min read

Optimize your AI search with RAG, contextual retrieval and evaluations
πŸ“Œ What is Universality in LLMs? How to Find Universal Neurons

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-09-02 | ⏱️ Read time: 5 min read

How independently trained transformers form same the neurons
πŸ“Œ 3 Greedy Algorithms for Decision Trees, Explained with Examples

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-09-02 | ⏱️ Read time: 12 min read

Learn the inner workings of decision trees
πŸ“Œ Writing Is Thinking

πŸ—‚ Category: AUTHOR SPOTLIGHTS

πŸ•’ Date: 2025-09-02 | ⏱️ Read time: 5 min read

Egor Howell on breaking into ML without a CS degree, surviving 80+ interviews, and what…
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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