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 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
πŸ“Œ How to Build Effective AI Agents to Process Millions of Requests

πŸ—‚ Category: AGENTIC AI

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

Learn how to build production ready systems using AI agents
πŸ“Œ The Hungarian Algorithm and Its Applications in Computer Vision

πŸ—‚ Category: MACHINE LEARNING

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

Introduction Multi-object tracking (MOT) is a task in which an algorithm must detect and track…
πŸ“Œ LangGraph 201: Adding Human Oversight to Your Deep Research Agent

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-09-09 | ⏱️ Read time: 23 min read

Losing control of your AI agent in the middle of the workflow is a common…
πŸ“Œ Exploring Merit Order and Marginal Abatement Cost Curve in Python

πŸ—‚ Category: DATA SCIENCE

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

To achieve the global temperature limit goals of 1.5Β°C by the end of the century…
πŸ“Œ Building a Modern Dashboard with Python and Gradio

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-04 | ⏱️ Read time: 13 min read

Data insights made simple
πŸ“Œ Data Drift Is Not the Actual Problem: Your Monitoring Strategy Is

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-06-03 | ⏱️ Read time: 11 min read

Monitoring is easy; what to monitor is not. In the field of machine learning, data…
πŸ“Œ Reducing Time to Value for Data Science Projects: Part 2

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-06-03 | ⏱️ Read time: 11 min read

Leveraging automation and parallelism to scale out experiments
πŸ“Œ Pairwise Cross-Variance Classification

πŸ—‚ Category: COMPUTER VISION

πŸ•’ Date: 2025-06-03 | ⏱️ Read time: 10 min read

Multi-class zero-shot embedding classification and error checking
πŸ“Œ Landing your First Machine Learning Job: Startup vs Big Tech vs Academia

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-06-03 | ⏱️ Read time: 22 min read

A practical guide to landing your first Machine Learning job across startups, big tech, and…