1.3 Exercises and Feedback

While Mathematics for Machine learning provides some examples and exercises, this book is built to support those who want to practice particular skills or build their knowledge in a particular area. We have added a number of exercises, examples, and videos to hopefully aid your understanding of the material.

Exercises

Exercise 1.1 Discuss the ideas of data, models and learning. How are they related?

Solution

Exercise 1.2 In machine learning, how are data typically represented?

Solution

Exercise 1.3 What is meant by learning in the context of a model?

Solution