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 Exploring the Proportional Odds Model for Ordinal Logistic Regression

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-12 | ⏱️ Read time: 21 min read

Understanding and Implementing Brant’s Tests in Ordinal Logistic Regression with Python
πŸ“Œ Can AI Truly Develop a Memory That Adapts Like Ours?

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-06-12 | ⏱️ Read time: 17 min read

Exploring Titans: A new architecture equipping LLMs with human-inspired memory that learns and updates itself…
πŸ“Œ Mobile App Development with Python

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2025-06-11 | ⏱️ Read time: 8 min read

Build iOS & Android Apps with Kivy
πŸ“Œ Audio Spectrogram Transformers Beyond the Lab

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-06-10 | ⏱️ Read time: 7 min read

A recipe for building a portable soundscape monitoring app with AudioMoth, Raspberry Pi, and a…
πŸ“Œ Automate Models Training: An MLOps Pipeline with Tekton and Buildpacks

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-06-10 | ⏱️ Read time: 11 min read

A step-by-step guide to containerizing and orchestrating an ML training workflow without the Dockerfile headache,…
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πŸ“Œ 10,000x Faster Bayesian Inference: Multi-GPU SVI vs. Traditional MCMC

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-06-10 | ⏱️ Read time: 18 min read

Using GPU acceleration to speed up Bayesian Inference from months to minutes…
πŸ“Œ Applications of Density Estimation to Legal Theory

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-10 | ⏱️ Read time: 15 min read

A brief analysis using density estimation to compare the two-verdict and three-verdict systems.
πŸ“Œ Mastering SQL Window Functions

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-10 | ⏱️ Read time: 6 min read

Understand how to use Window Functions to perform calculations without losing details
πŸ“Œ Exploratory Data Analysis: Gamma Spectroscopy in Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-10 | ⏱️ Read time: 17 min read

Let’s observe the matter on the atomic level
πŸ“Œ A Bird’s-Eye View of Linear Algebra: Measure of a Map β€” Determinants

πŸ—‚ Category: MATH

πŸ•’ Date: 2025-06-10 | ⏱️ Read time: 19 min read

We roll up our sleeves and start to deal with matrices
πŸ“Œ How to Transition From Data Analyst to Data Scientist

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-09 | ⏱️ Read time: 8 min read

Playbook on how data analysts can become data scientists
πŸ“Œ Trying to Stay Sane in the Age of AI

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-06-09 | ⏱️ Read time: 4 min read

A machine learning engineer’s quiet way of not losing her mind
πŸ“Œ Not Everything Needs Automation: 5 Practical AI Agents That Deliver Enterprise Value

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-06-06 | ⏱️ Read time: 11 min read

What actually works with AI agents inside enterprise organizations?
πŸ“Œ How I Automated My Machine Learning Workflow with Just 10 Lines of Python

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-06 | ⏱️ Read time: 4 min read

Use LazyPredict and PyCaret to skip the grunt work and jump straight to performance.
πŸ“Œ The Role of Luck in Sports: Can We Measure It?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-06 | ⏱️ Read time: 8 min read

From last-minute goals to coin tosses: How much does randomness influence the outcomes of games?
πŸ“Œ Why AI Projects Fail

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-06-06 | ⏱️ Read time: 7 min read

No one agrees on the exact number, but estimates say anywhere from 50% to 80%…
πŸ“Œ 5 Crucial Tweaks That Will Make Your Charts Accessible to People with Visual Impairments

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2025-06-06 | ⏱️ Read time: 13 min read

More than 350 million people are colorblind – Make sure they can read your visualizations.
πŸ“Œ Get Ready for Your Next Career Move

πŸ—‚ Category: THE VARIABLE

πŸ•’ Date: 2025-06-05 | ⏱️ Read time: 3 min read

Are you planning to switch roles in the near future? On the lookout for your…
πŸ“Œ The Journey from Jupyter to Programmer: A Quick-Start Guide

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-04 | ⏱️ Read time: 17 min read

Explore the real benefits of ditching the notebook
πŸ“Œ LangChain for EDA: Build a CSV Sanity-Check Agent in Python

πŸ—‚ Category: AGENTIC AI

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

A practical LangChain tutorial for data scientists to inspect CSVs