Solutions to exercises found in Machine Learning by Tom M. Mitchell

I’m taking my 3rd class in the OMSCS program by Georgia Tech which is Machine Learning by Prof. Charles Isbell and Prof. Michael Littman (I previously took Computer Vision by Prof. Aaron Bobick and Knowledge Based AI by Prof. David Joyner)

The book that we are using is Machine Learning by Tom M. Mitchell. At the end of every chapter there is a set of exercises, as I working through the exercises I often found myself wanting to corroborate my solution to the problem but I couldn’t find it so I decided to document them on my blog to be of help to others like me.

If you find a mistake or a better way to do this, please let me know as I would be more than happy to learn from you!

I will do my best to be diligent and constant at blogging but this is going to be a low priority task (more like the ‘idle’ task in my scheduler).


Links to solutions:

Exercise 3.1.a

Exercise 3.1.b

Exercise 3.1.c

Exercise 3.1.d

Exercise 3.2