Introduction to ML

1. Course Name: Introduction to
Machine Learning (Elective)
Credits: 3
Academic Year: 2022-23 (Even Semester)
1

2. MODULE 2
Training Machine Learning
• Artificial neurons – a brief glimpse into the early history of machine learning
• Implementing a perception learning algorithm in Python
• Training a perception model on the Iris dataset.
Adaptive linear neurons and the convergence of learning
Self Learning Exercise: Minimizing cost functions with gradient descent