Weekly study8 hours
Fundamental Machine Learning for AI
How do machine learning techniques extract useful information from data?
This course serves as an introduction to machine learning (ML) techniques. It explores practical examples to illustrate the strengths and weaknesses of various ML technologies and includes exercises using software to apply ML techniques to data sets and interpret results.
- Data cleaning
- Feature extraction
- Dimensionality reduction
- Machine learning
Learning on this course
You can take this self-guided course and learn at your own pace. On every step of the course you can meet other learners, share your ideas and join in with active discussions in the comments.
What will you achieve?
By the end of the course, you‘ll be able to...
- Demonstrate a conceptual understanding of basic machine learning concepts
Who is the course for?
This short course is for those who may wish to apply AI in business to enable them to interact with technical data science experts.
Please note that the staff described in the ‘Who will you learn with?’ section below may be subject to change.
What software or tools do you need?
Matlab online, using selected data sets from Mathworks.