Welcome to CS 133: Intro Computational & Data Sci

CS 133 -- Schedule (Spring 2017)

Tentative - subject to change as course progresses

Date Description Weeks
2/9/2017Introduction to Course, problem-solving techniquesWeek 1
2/14/2017, 2/16/2017Introduction to Data Science
Introduction to Python - Number and Strings
Week 2
2/21/2017, 2/23/2017Introduction to Python - List and function
Introduction to Python - Control flow
Week 3
2/28/2017, 3/2/2017Introduction to Python - I/O
Visualizing data using Python
Week 4
3/7/2017, 3/9/2017Linear Algebra
Statistics
Week 5
3/14/2017, 3/16/2017Probability
Getting Data: HTML Crawling and API’s I
Week 6
3/21/2017, 3/23/2017Getting Data: HTML Crawling and API’s II
Catch-up and Review
Week 7
Spring break (3/27 - 3/31)NO CLASS — Spring BreakWeek 8
4/4/2017, 4/6/2017Mid-term exam
Introduction to R
Week 9
4/11/2017, 4/13/2017Get data IN and OUT of R
Control structure of R
Week 10
4/18/2017, 4/20/2017Loop functions of R
Invited lecture for final project - Marketing Data analysis
Week 11
4/25/2017, 4/27/2017Simulating and Plot of R
Machine learning
Week 12
5/2/2017, 5/4/2017Machine learning - K-nearest Neighbors
Machine learning - Neural Networks
Week 13
5/9/2017, 5/11/2017Natural Language Processing
Sentiment Analysis
Week 14
5/16/2017, 5/18/2017Selected topic and reviewsWeek 15
Final exam weekTuesday, May 23th, 8:00am - 9:50amWeek 16