Chapter 5: Probability
5.1 What is probability anyway?
Probability is a branch of mathematics which intrudes on everyday conversation
perhaps more than any other (except for just plain arithmetic and counting). A TV
weather report might announce that ther

CS534 Implementation Assignment 1 Due 11:59PM Oct 10th, 2014
General instructions.
1. The following languages are acceptable: Java, C/C+, Matlab, Python and R.
2. You can work in team of up to 3 people. Each team will only need to submit one copy of the s

CS534 Machine Learning
Lecture 1:
A basic introduction to ML
What is Machine learning
Performance P
Task T
Learning Algorithm
Experience E (Data)
Machine learning studies algorithms that
Improve performance P
at some task T
based on experience E
Machin

Hal Daum III
e
28 August 2009
Math for Machine Learning
The goal of this document is to provide a refresher on continuous mathematics for computer science
students. It is by no means a rigorous course on these topics. The presentation, motivation, etc., a

The Discipline of Machine Learning
Tom M. Mitchell
July 2006
CMU-ML-06-108
School of Computer Science
Carnegie Mellon University
Pittsburgh, PA 15213
Machine Learning Department
School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA
A

Discussion:
Catalase is a common enzyme which is found in almost all living organisms that is
exposed to oxygen. Catalase catalyzes the decomposition of hydrogen peroxide to water
and oxygen which can be shown in the equation : 2H2O2 2H2O + O2
Catalase is