Top Machine Learning Projects for Beginners 🚀 | Build Your Data Science Portfolio

Machine Learning problems can be divided into three categories:
Regression
Classification
Clustering

And in this short, we delve into various machine learning projects a beginners.

Regression Project
Regression Projects:
1. AQI Prediction
2. House Price Prediction
3. Demand Forecasting
4. CTR (Click Through Rate) Prediction
5. Big Mart Sales Prediction

Classification Projects
1. Loan Default Prediction
2. Customer Churn Prediction
3. Credit Card Fraud Detection
4. Online Coupon Redemption
5. Insurance Claim Prediction

Clustering Projects
1. Customer Segmentation
2. Movie Recommendation
3. Anomaly Detection
4. Market Segmentation
5. Social Network Analysis

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