End-to-End Machine Learning

Overview

What you will study

You will study four topics in this End-to-End Machine Learning course offered by University of St Andrews . In three of those topics you will be engaging with worked examples of machine learning with a range of difficulty and scope. Advanced Python code is supplied and explained for the most advanced worked example. The remaining topic will introduce you to the machine learning landscape that reviews the terminology, concepts and performance metrics used in modern data science projects. The primary learning outcome for the course is the ability to manipulate data, fit models, summarise and display their results and performance, and objectively compare models prior to deployment.