Udemy – Supervised/Unsupervised Machine Learning Projects

File Name:	Supervised/Unsupervised Machine Learning Projects
Content Source:	https://www.udemy.com/course/supervisedunsupervised-machine-learning-projects/?couponCode=LETSLEARNNOW
Genre / Category:	Other Tutorials
File Size :	9.5 GB
Publisher:	Aaron Sanchez
Updated and Published:	July 11, 2025

Product Details

This course is a compilation of both Supervised and Unsupervised Machine Learning courses:

I created it for those who want a unified experience without having to jump between separate courses.

Practical Projects:

Supervised

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House Pricing (Regression)
You’ll apply regression models to predict property values based on location, size, age, and other features, using real data and deep exploratory analysis techniques.
Customer Churn (Classification)
You’ll implement classification models to identify patterns that indicate a customer might leave a service, optimizing retention strategies with advanced metrics and predictive modeling.

Unsupervised

Customer Segmentation
You’ll apply clustering models to group customers based on their behavior and features, optimizing business and marketing strategies through advanced multidimensional analysis.
Product Recommendation System
You’ll develop recommendation systems based on segmentation and consumption patterns, enhancing personalization using collaborative algorithms and hands-on implementation.

This course is aimed at students and professionals who want to understand both ML approaches in a single course.