Dr Elliot J. Crowley, Lecturer in Machine Learning and Computer Vision at The University of Edinburgh School of Engineering, has open licensed and shared course materials for “Data Analysis and Machine Learning 4”. This is an applied course that Elliot wrote for 4th year electronic engineering students at the University of Edinburgh which was delivered during the second semester of the 2022-23 academic year.

The course is split into four parts:

• Data analysis (Lectures 1-3):
• An introduction to machine learning and ethical considerations (Lecture 4)
• Linear models (Lecture 5-7)
• Non-parametric and non-linear models (Lecture 8-10)

 

Each lecture (apart from Lecture 4) is accompanied by a Juypter notebook. These are available on Github.

 

Click here to access learning materials for Data Analysis and Machine Learning 4

 

 

Header Image: Title Card for the recorded event