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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πŸ“Œ How to Reduce Python Runtime for Demanding Tasks

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-17 | ⏱️ Read time: 8 min read

Practical techniques to accelerate heavy workloads with GPU optimization in Python
πŸ“Œ Spoiler Alert: The Magic of RAG Does Not Come from AI

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-11-17 | ⏱️ Read time: 10 min read

Why retrieval, not generation, makes RAG systems magical
πŸ“Œ Exploring Music Transcription with Multi-Modal Language Models

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-11-17 | ⏱️ Read time: 21 min read

Using Qwen2-Audio to transcribe music into sheet music
πŸ“Œ Open the Artificial Brain: Sparse Autoencoders for LLM Inspection

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-11-16 | ⏱️ Read time: 15 min read

A deep dive into LLM visualization and interpretation using sparse autoencoders
πŸ“Œ Why Most Cross-Validation Visualizations Are Wrong (And How to Fix Them)

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-16 | ⏱️ Read time: 12 min read

Stop using moving boxes!
πŸ“Œ Introduction to the Finite Normal Mixtures in Regression with

πŸ—‚ Category:

πŸ•’ Date: 2024-11-15 | ⏱️ Read time: 8 min read

In this post, we demonstrate how to simulate a finite mixture model for regression using…
πŸ“Œ ROI Worship Can Be Bad For Business

πŸ—‚ Category: BUSINESS

πŸ•’ Date: 2024-11-15 | ⏱️ Read time: 8 min read

Watch out for these three ways too much of a good thing can be dangerous
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πŸ“Œ Field Boundary Detection in Satellite Imagery Using the SAM2 Model

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-15 | ⏱️ Read time: 14 min read

Step-by-Step Tutorial on Applying Segment Anything Model Version 2 to Satellite Imagery for Detecting and…
πŸ“Œ Rewiring My Career: How I Transitioned from Electrical Engineering to Data Engineering

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-11-15 | ⏱️ Read time: 12 min read

Data is booming and so are the job opportunities in this field. A must read…
πŸ“Œ Techniques for Chat Data Analytics with Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-15 | ⏱️ Read time: 11 min read

Part II: Topic Extraction with BERTopic
πŸ“Œ Gradient Boosting Regressor, Explained: A Visual Guide with Code Examples

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-11-14 | ⏱️ Read time: 14 min read

Fitting to errors one booster stage at a time
πŸ“Œ Why STEM Is Important for Any Data Scientist

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-14 | ⏱️ Read time: 8 min read

3 cases to prove this from my own experience
πŸ“Œ Network Analysis, Diffusion Models, Data Lakehouses, and More: Our Best Recent Deep Dives

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-14 | ⏱️ Read time: 4 min read

Our weekly selection of must-read Editors’ Picks and original features
πŸ“Œ How To Up-Skill In Data Science

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-11-14 | ⏱️ Read time: 7 min read

My framework for continually becoming a better data scientist
πŸ“Œ Writing LLMs in Rust: Looking for an Efficient Matrix Multiplication

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-11-14 | ⏱️ Read time: 16 min read

Here are the lessons I learned and how I am writing llm.rust and tackling the…
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πŸ“Œ Awesome Plotly with Code Series (Part 4): Grouping Bars vs Multi-Coloured Bars

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-14 | ⏱️ Read time: 13 min read

Do technicolour bars really help make a story clear?
πŸ“Œ How I Created a Data Science Project Following CRISP-DM Lifecycle

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-13 | ⏱️ Read time: 26 min read

An end-to-end project using the CRISP-DM framework
πŸ“Œ 3 Triangle-Shaped Chart Ideas as Alternatives to Some Basic Charts

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2024-11-19 | ⏱️ Read time: 8 min read

Creating data visualizations with Python as alternatives to bar charts, pie charts, and some 3D…
πŸ“Œ Building a Local Voice Assistant with LLMs and Neural Networks on Your CPU Laptop

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-11-19 | ⏱️ Read time: 6 min read

A practical guide to run lightweight LLMs using python
πŸ“Œ Data Visualization Explained: What It Is and Why It Matters

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-09-21 | ⏱️ Read time: 8 min read

A brief introduction to data visualization and its importance in today’s technological landscape.
πŸ“Œ Python Can Now Call Mojo

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2025-09-21 | ⏱️ Read time: 14 min read

Boost your runtimes with lightning-fast Mojo code