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 Data behind the Luck, Ambition, and a Billion-Dollar Dream: Lottery

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-04 | ⏱️ Read time: 13 min read

Using Seattle’s local retail store data for consumer patterns of the lottery (SQL, Python)
πŸ“Œ How to Tell Among Two Regression Models with Statistical Significance

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-03 | ⏱️ Read time: 9 min read

Diving into the F-test for nested models with algorithms, examples and code
πŸ“Œ The Cultural Impact of AI Generated Content: Part 2

πŸ—‚ Category:

πŸ•’ Date: 2025-01-03 | ⏱️ Read time: 11 min read

What can we do about the increasingly sophisticated AI generated content in our lives?
πŸ“Œ Non-Technical Principles All Data Scientists Should Have

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-03 | ⏱️ Read time: 13 min read

Making you a better data scientist, and enhancing your career.
πŸ“Œ What I’m Updating in My AI Ethics Class for 2025

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-03 | ⏱️ Read time: 12 min read

What happened in 2024 that is new and significant in the world of AI ethics?
πŸ“Œ Integrating Feature Selection into the Model Estimation

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-01-03 | ⏱️ Read time: 11 min read

Combining mixture of normal regressions with in-built feature selection into powerful modeling tool
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πŸ“Œ Harnessing Polars and Geopandas to Generate Millions of Transects in Seconds

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-03 | ⏱️ Read time: 11 min read

Making the bears play nice
πŸ“Œ Demand Forecasting with Darts: A Tutorial

πŸ—‚ Category:

πŸ•’ Date: 2025-01-02 | ⏱️ Read time: 19 min read

A hands-on tutorial with Python and Darts for demand forecasting, showcasing the power of TiDE…
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πŸ“Œ The Fallacy of Complacent Distroless Containers

πŸ—‚ Category: SECURITY AND PRIVACY

πŸ•’ Date: 2025-01-02 | ⏱️ Read time: 6 min read

Making containers smaller is the most popular practice when reducing your attack surface. But how…
πŸ“Œ How to Stand Out in The Data Science Job Market

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2025-01-02 | ⏱️ Read time: 7 min read

How to have the edge in your data science application
πŸ“Œ Data Engineering – ORM and ODM with Python

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2025-01-02 | ⏱️ Read time: 7 min read

Manipulate database data leveraging an object-oriented programming paradigm
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πŸ“Œ Start a New Year of Learning on the Right Foot

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-02 | ⏱️ Read time: 4 min read

A special edition of must-read articles and resources to help you kick off a productive…
πŸ“Œ How I Built a Real-Time Weather Data Pipeline Using AWS-Entirely Serverless

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2025-01-02 | ⏱️ Read time: 8 min read

A practical guide to leveraging AWS Lambda, Kinesis, and DynamoDB for real-time insights
πŸ“Œ How to Process 10k Images in Seconds

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-02 | ⏱️ Read time: 7 min read

Efficient image operations with multiprocessing in Python
πŸ“Œ 5 Simple Projects to Start Today: A Learning Roadmap for Data Engineering

πŸ—‚ Category: DATA ENGINEERING

πŸ•’ Date: 2025-01-02 | ⏱️ Read time: 11 min read

Start with 5 practical projects to lay the foundation for your data engineering roadmap.
πŸ“Œ Mastering the Basics: How Linear Regression Unlocks the Secrets of Complex Models

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-01 | ⏱️ Read time: 12 min read

Full explanation on Linear Regression and how it learns
πŸ“Œ AI-Powered Information Extraction and Matchmaking

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-01 | ⏱️ Read time: 34 min read

Developing an application for extracting key profile information from CVs and recommending jobs aligned with…
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πŸ“Œ Scaling Statistics: Incremental Standard Deviation in SQL with dbt

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-01 | ⏱️ Read time: 7 min read

Why scan yesterday’s data when you can increment today’s?
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πŸ“Œ Mastering Sensor Fusion: Color Image Obstacle Detection with KITTI Data – Part 2

πŸ—‚ Category: DEEP LEARNING

πŸ•’ Date: 2025-01-01 | ⏱️ Read time: 26 min read

How to use Color Image data for object detection in the context of obstacle detection
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πŸ“Œ Transforming Data into Solutions: Building a Smart App with Python and AI

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-01-01 | ⏱️ Read time: 13 min read

Some financial analysts worry that artificial intelligence may not justify the massive investments being made…
πŸ“Œ Chi-Squared Test: Comparing Variations Through Soccer

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-01-01 | ⏱️ Read time: 13 min read

Understanding Different Types of Chi-Squared Tests: A/B Testing for Data Science Series (8)