Data
Machine Learning Foundations
Build intuition for how ML models actually work
4.5(3)4.5 out of 5 stars, 3 reviews
142 learners1h 7mIntermediateENRA
Instructor
Ravi KapoorWhat you'll learn
- Explain how common ML algorithms work
- Train and evaluate a model in Python
- Avoid common pitfalls like overfitting
Course content
2 sections • 5 lessons • 1h 7m
- What is machine learningPreview11m
- Linear regression17m
Requirements
- Basic Python knowledge
- High-school level statistics helpful
Description
Understand the core concepts behind machine learning — from linear regression to neural networks — with practical Python examples.
About the instructor
RA
Ravi Kapoor
Data Science Manager
Reviews
PR
Priya Shah
5.05.0 out of 5 stars
The projects made this feel like real work, not just theory.
AL
Alex Morgan
4.04.0 out of 5 stars
Clear, practical, and well-paced — exactly what I needed.