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 Transforming Data Quality: Automating SQL Testing for Faster, Smarter Analytics

πŸ—‚ Category: SQL

πŸ•’ Date: 2024-10-26 | ⏱️ Read time: 13 min read

How to test the quality of SQL and resultant dataset against the business question to…
πŸ“Œ Are you Aware of the Potential of Your Data Expertise in Driving Business Profitability?

πŸ—‚ Category: ANALYTICS

πŸ•’ Date: 2024-10-24 | ⏱️ Read time: 12 min read

A reflection of a supply chain data scientist who randomly discovered the power of data…
πŸ“Œ How AlphaFold 3 Is Like DALLE 2 and Other Learnings

πŸ—‚ Category:

πŸ•’ Date: 2024-10-24 | ⏱️ Read time: 7 min read

Understanding AI applications in bio for machine learning engineers
πŸ“Œ Time Series – From Analyzing the Past to Predicting the Future

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-23 | ⏱️ Read time: 22 min read

How to learn from the past with time series.
πŸ“Œ ML Metamorphosis: Chaining ML Models for Optimized Results

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-23 | ⏱️ Read time: 8 min read

The universal principle of knowledge distillation, model compression, and rule extraction
πŸ“Œ Mastering Back-of-the-Envelope Math Will Make You a Better Data Scientist

πŸ—‚ Category: ANALYTICS

πŸ•’ Date: 2024-10-23 | ⏱️ Read time: 14 min read

A quick and dirty answer is often more helpful than a fancy model
πŸ“Œ An Introduction to Using PCA for Outlier Detection

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2024-10-22 | ⏱️ Read time: 18 min read

A surprisingly effective means to identify outliers in numeric data
πŸ“Œ Comprehensive Guide to Crafting a Perfect CV in Data Science

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-22 | ⏱️ Read time: 22 min read

Impress recruiters and land your dream job by creating a standout resume
πŸ“Œ Image Data Collection for Climate Change Analysis

πŸ—‚ Category: CLIMATE CHANGE

πŸ•’ Date: 2024-10-22 | ⏱️ Read time: 9 min read

A beginner’s guide
πŸ“Œ Universal Data Supply: Know Your Business

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2024-10-22 | ⏱️ Read time: 10 min read

An industry example to emphasize the importance of understanding your business case
πŸ“Œ Self-Service ML with Relational Deep Learning

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-22 | ⏱️ Read time: 8 min read

Do ML directly on your relational database
πŸ“Œ Deep Learning vs Data Science: Who Will Win?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-22 | ⏱️ Read time: 14 min read

What is more important, your data or your model?
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πŸ“Œ Why Scaling Works: Inductive Biases vs The Bitter Lesson

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-10-22 | ⏱️ Read time: 11 min read

Building deep insights with a toy problem
πŸ“Œ Game Theory, Part 1 – The Prisoner’s Dilemma Problem

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-22 | ⏱️ Read time: 7 min read

Game theory is prevalent in real-life scenarios and decision-making
πŸ“Œ Using Vector Steering to Improve Model Guidance

πŸ—‚ Category:

πŸ•’ Date: 2024-10-22 | ⏱️ Read time: 10 min read

Exploring the Research on Vector Steering and Coding Up an Implementation
πŸ“Œ Discretization, Explained: A Visual Guide with Code Examples for Beginners

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-22 | ⏱️ Read time: 10 min read

6 fun ways to categorize numbers into bins!
πŸ“Œ Unleash the Power of Probability to Predict the Future of Your Business

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-21 | ⏱️ Read time: 14 min read

A Practical Guide to Applying Probability Concepts with Python in Real-World Contexts
πŸ“Œ OLAP is Dead – Or Is It ?

πŸ—‚ Category: ANALYTICS

πŸ•’ Date: 2024-10-21 | ⏱️ Read time: 16 min read

OLAP’s fate in the age of modern analytics
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πŸ“Œ Awesome Plotly with Code Series (Part 1): Alternatives to Bar Charts

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-21 | ⏱️ Read time: 14 min read

A bar chart is not always the best solution.
πŸ“Œ Don’t Do Laundry Today, It Will Be Cheaper Tomorrow

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-10-21 | ⏱️ Read time: 19 min read

Analysing electricity price changes in London through causal inference
πŸ“Œ The Power of Optimization in Designing Experiments Involving Small Samples

πŸ—‚ Category:

πŸ•’ Date: 2024-10-21 | ⏱️ Read time: 11 min read

A step-by-step guide to designing more precise experiments using optimization in Python