COMPUTER ORGANIZATION AND
5 D
Edition
th
The Hardware/Software Interface
Chapter 3
Arithmetic for Computers
Operations on integers
Addition and subtraction
Multiplication and division
Dealing with overflow
3.1 Introduction
Arithmetic for Computers
Floatin

CS 188
Spring 2014
Introduction to
Artificial Intelligence
Final
You have approximately 2 hours and 50 minutes.
The exam is closed book, closed notes except your two-page crib sheet.
Mark your answers ON THE EXAM ITSELF. If you are not sure of your ans

6.867 Machine Learning
Problem set 1
Due Friday, September 19, in recitation
Please address all questions and comments about this problem set to 6.867-staff@ai.mit.edu.
You do not need to use MATLAB for this problem set though you can certainly do so. We

6.867 Machine Learning
Solutions for Problem Set 1
Monday, September 22
Part 1: Least-Squares Regression
Problem 1
(1-1) (5pts) The sample covariance between the (least-squares) prediction error e = y w
0 (x)
and the k-th feature k (x) is
(
e, k ) =
1X

Lecture 7
Amortized Analysis
7.1
Overview
This lecture discusses a useful form of analysis, called amortized analysis, for problems in which
one must perform a series of operations, and our goal is to analyze the time per operation. The
motivation for amo

CS 188
Spring 2014
Introduction to
Artificial Intelligence
Final
You have approximately 2 hours and 50 minutes.
The exam is closed book, closed notes except your two-page crib sheet.
Mark your answers ON THE EXAM ITSELF. If you are not sure of your ans