100+ Machine Learning Projects with Source Code [2025]

This article provides over 100 Machine Learning projects and ideas to provide hands-on experience for both beginners and professionals. Whether you're a student enhancing your resume or a professional advancing your career these projects offer practical insights into the world of Machine Learning and Data Science.

Machine Learning Project for Beginners

Once you’ve learned the basics of machine learning, it’s important to try out some practical projects to strengthen your skills. This section includes fun and simple machine learning projects for beginners that you can quickly pick up to build a strong foundation.

Healthcare

2. Finance and Economics

3. Food and Beverage

4. Retail and Commerce

5. Sports

6. Health and Fitness

7. Transportation and Traffic

8. Environmental Science

9. Text and Image Processing

10. Social Media and Sentiment Analysis

11. Other Important Machine Learning Projects

Advanced Machine Learning Projects With Source Code

Here we have discussed a variety of complex machine-learning projects that will challenge both your practical engineering skills and your theoretical knowledge of machine learning.

1. Image and Video Processing

2. Recommendation Systems

3. Speech and Language Processing

4. Health and Medical Applications

5. Security and Surveillance

6. Other Advanced Machine Learning Projects