AI and machine learning

This is an archived version of the course. Please see the latest version of the course.

Module 1

Machine Learning - The Big Picture

Introduction
What is machine learning?
What is machine learning?
What is artificial intelligence?
What is artificial intelligence?
AI and machine learning
So what *exactly* is machine learning?
Classification and regression
Are you a good binary classifier?
Are you still a good binary classifier?
What have we learnt?
The supervised learning pipeline
Pipeline - Feature encoding
Pipeline - Machine learning algorithm
Pipeline - Evaluation
Course roadmap and wrapping up!
Quiz questions
Quiz answers
Recording of Live Session

In this video, we will discuss the various definitions of Artificial Intelligence and how it relates to Machine Learning. We will also look at some example applications of Machine Learning.

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