Machine Learning for Robotics
Learn about machine learning concepts applicable to robotics; and understand the fundamental principles of artificial intelligence.
In this course, you are going to learn about machine learning concepts applicable to robotics; understand the fundamental principles of artificial intelligence and how the robots think and make independent decisions; make robots smarter and more collaborative; and advance your skills in Python programming.
What You Will Learn
- Unit 2: Linear regression (one and multiple variables), logistic regression, and regularization.
- Unit 3: Supervised learning: neural networks, learning using backpropagation.
- Unit 4: Unsupervised learning: k-means algorithm.
- Unit 5: Principal Components Analysis for dimensionality reduction.
- Unit 6: Course PROJECT.