Pipeline - Evaluation | COMP60012/70050: Introduction to Machine Learning | Department of Computing

This is an archived version of the course.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

Pipeline - Evaluation

Let us get a brief look at how we would evaluate our resulting model. This is just a sneak preview before Marek dives deeper into the topic in Week 4!

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