Machine Learning Projects – Course Index – Dataplexa

Machine Learning Projects

Build real machine learning projects from beginner to advanced level. Each project is designed to be portfolio-ready with clear steps: data prep, model building, evaluation, and deployment mindset.

Open ML Projects Back to Learning Hub

I. Beginner ML Projects (6 Projects)

1. ML Project Introduction 2. Data Preprocessing 3. Linear Regression Project 4. Multiple Linear Regression 5. Logistic Regression 6. KNN Classification

II. Intermediate ML Projects (6 Projects)

7. Decision Tree Model 8. Random Forest Model 9. Naive Bayes Classifier 10. Support Vector Machine 11. Model Evaluation Metrics 12. Feature Engineering

III. Advanced + Portfolio ML Projects (6 Projects)

13. Clustering Project 14. PCA Dimensionality Reduction 15. Recommendation System 16. Time Series Forecasting 17. End to End ML Project 18. Final ML Project Pack