AI & Machine Learning
Artificial Intelligence & Machine Learning
Explore machine learning fundamentals through practical projects.
Program overview
Introduces data preparation, supervised and unsupervised learning, model evaluation, feature engineering and basic machine learning project workflows using educational datasets.
Learning outcomes
- Train and evaluate a machine learning model and document the complete project workflow.
Tasks & modules
| Task | Difficulty |
|---|---|
| Student Performance Prediction | Medium |
| Handwritten Digit Recognition | Medium |
| SMS Spam Classifier | Medium |
| Social Media Engagement & Community Connect | Easy |
Benefits
- ML project, model evaluation practice, mentor review and certificate.
Program rules
Use only authorized educational datasets. Clearly document dataset sources and model limitations.