Past Exam Papers

Previous exam papers for this course (or similar courses) are available here. Please note that the material covered was somewhat different in 2015 & 2016, and that undergraduates were examined through a sit-down paper in those years.

Mathematical Background

Some online resources for you to brush up if necessary.

• McDiarmid's Inequality
• Chernoff Bounds
• Multivariable Calculus
• Linear Algebra

Some Blogs

Some of the blogs listed below may be of interest to those taking the course. They don't directly discuss material covered in the course, but do discuss recent advances in machine learning as well as discuss AI/ML more broadly.

• Off the Convex Path
• Incomplete Ideas - Rich Sutton