AI & Machine Learning
Beginner
Introduction to Machine Learning
Learn the fundamentals of machine learning through interactive games and hands-on projects. This comprehensive course covers everything from basic concepts to advanced algorithms, all presented in an engaging, gamified format.
4.8
1,234 students
5h 5m total
11 lessons
What you'll learn
Understand the fundamentals of machine learning
Implement various ML algorithms from scratch
Use popular ML libraries like scikit-learn
Evaluate and improve model performance
Apply ML to real-world problems
Build a portfolio of ML projects
Course Content
3 modules • 11 lessons • 5h 5m total length
Final Certification Test
Complete all modules to unlock • 50 questions • 90 minutes
Requirements
- Basic programming knowledge (preferably Python)
- High school level mathematics
- Computer with internet connection
- Willingness to learn and experiment
Instructor
DSC
Dr. Sarah Chen
Stanford University, Google AI
PhD in Computer Science with 10+ years of experience in machine learning research and education.