CS 498 Probability and Statistics for Computer Science Undergrads.

• Chapter 1: Some methods for 1 and 2 dimensional data
• Chapter 2: Basic ideas in probability
• Chapter 3: Random Variables
• Chapter 4: Inferring Information about Populations from Samples
• Chapter 5: Inferring Information using Models
• Chapter 6: Classification
• Chapter 7: Higher Dimensional Data
• Chapter 8: Clustering
  • Slides on visual words and image classification
• Chapter 9: Regression

Exams and practice stuff

• three practice questions for the midterm; (some answers)
• five more practice questions for the midterm; (some answers)
• seven more practice questions for the midterm; (some answers)
• the midterm
• sample questions for the final
• more sample questions for the final

Example MATLAB files

• pizzahist2.m
• fishhists.m
• temphists.m

Gambler's ruin examples

• gruintab.m
• runruin.m
• runmartruin.m

MTGDAF examples

• nlands.m
• spells.m
• playround.m

Resources

Homeworks

1. Homework 1, due 10 Sep.
2. Homework 2, due 17 Sep.
3. Homework 3, due 8 Oct.
4. Homework 4, due 31 Oct.
5. Homework 5, due 16 Nov.
6. Final Project, due 14 Dec