Machine learning engineering

Welcome to the machine learning part of the course DAT158: Machine learning engineering and advanced algorithms at the Western Norway University of Applied Sciences.

Practical information

Course description: https://www.hvl.no/en/studies-at-hvl/study-programmes/courses/dat158
Textbook: A. Géron, Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems, 2nd edition, 2019
Github repository: https://github.com/skaliy/dat158-ml-course21

Page is under construction

Modules

The course materials are divided into four modules:

• 0. Getting started

  Installation of software.

  Aug 5, 2021

• 1. Introduction to machine learning

  In this module, we look at basic machine learning concepts and examples.

  Sep 5, 2021

• 2. Machine learning models

  In this module, we learn about different machine learning models.

  Oct 5, 2021

• 3. Machine learning in practice

  In this final module, we will look at practical machine learning worklow.

  Oct 9, 2021