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 Eulerian Melodies: Graph Algorithms for Music Composition

πŸ—‚ Category: GRAPH THEORY

πŸ•’ Date: 2025-09-28 | ⏱️ Read time: 15 min read

Conceptual overview and an end-to-end Python implementation
πŸ“Œ To Mask or Not to Mask: The Effect of Prompt Tokens on Instruction Tuning

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-09-30 | ⏱️ Read time: 37 min read

Implementing prompt-loss-weight, and why we should replace prompt-masking with prompt-weighting
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πŸ“Œ What’s Inside a Neural Network?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-29 | ⏱️ Read time: 5 min read

Plotting surface of error in 3D using PyTorch
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πŸ“Œ How to Get Pull Request Data Using GitHub API

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-29 | ⏱️ Read time: 5 min read

Getting the diff between any two commits
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πŸ“Œ Hands-On Optimization Using Genetic Algorithms, with Python

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-09-29 | ⏱️ Read time: 15 min read

Here’s a full guide on genetic algorithms, what they are, and how to use them
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πŸ“Œ Exploring the Link between Sleep Disorders and Health Indicators

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-28 | ⏱️ Read time: 16 min read

A Python analysis of a MIMIC-IV health data (DREAMT) to uncover insights into factors affecting…
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πŸ“Œ Model Deployment with FastAPI, Azure, and Docker

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-09-28 | ⏱️ Read time: 11 min read

A Complete Guide to Serving a Machine Learning Model with FastAPI
πŸ“Œ Nine Rules for Running Rust on WASM WASI

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2024-09-28 | ⏱️ Read time: 16 min read

Practical Lessons from Porting range-set-blaze to this Container-Like Environment
πŸ“Œ Data Science Meets Politics

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-27 | ⏱️ Read time: 8 min read

Unraveling Congressional Dynamics With Networks
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πŸ“Œ How to Perform Hyperparameter Tuning in R with Python

πŸ—‚ Category:

πŸ•’ Date: 2024-09-27 | ⏱️ Read time: 20 min read

Optimize your machine learning models with Reticulate & Optuna
πŸ“Œ How to Convert a Single HEX Color Code into a Monochrome Color Palette with Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-27 | ⏱️ Read time: 8 min read

Spoiler: It’s harder than you think.
πŸ“Œ My commute to work is more than 4 hours. Each way.

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-27 | ⏱️ Read time: 11 min read

Am I crazy, or does the data tell a different story?
πŸ“Œ Advice from 15 Top Data Scientists

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 8 min read

Going over the main skills you need to be a β€œgood” data scientist
πŸ“Œ A Data Scientist’s Guide to Stakeholders

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 8 min read

How data scientists can best communicate with non-DS people
πŸ“Œ Mastering Marketing Mix Modelling In Python

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 24 min read

Part 1 of a hands-on guide to help you master MMM in pymc
πŸ“Œ The Pareto Principle in Data Engineering

πŸ—‚ Category: ANALYTICS

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 7 min read

One step forward; no steps back
πŸ“Œ The Art of Tokenization: Breaking Down Text for AI

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 11 min read

Demystifying NLP: From Text to Embeddings
πŸ“Œ A Close Look at AI Pain Points, and How to (Sometimes) Resolve Them

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 4 min read

Our weekly selection of must-read Editors’ Picks and original features
πŸ“Œ Beyond Line and Bar Charts: 7 Less Common But Powerful Visualization Types

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-09-26 | ⏱️ Read time: 13 min read

Step up your data storytelling game with these creative and insightful visualizations