CS 1173 Data Analysis and Visualization using MATLAB
Tentative schedule

This table lists the tentative topics and due dates for the semester. The major topic areas are set, but the details of individual topics may change as we work our way through the course. The topic lists indicate when a concept or skill is first introduced. However, as we progress through the course, you will be using these concepts and skills repeatedly.

Week Topics Lessons Due dates (Saturdays)
1
06/04
Basic data visualization in MATLAB
Introduction to the MATLAB workspace, basic plotting and editing of line graphs, loading files, saving plots, legends, figure captions, annotations, use of color

FOCUS QUESTION: How do I get started using MATLAB?
1  
2
06/06-06/11
Effective use of line graphs, bar charts, and pies
Line graphs, pie charts, bar charts, stacked bar charts, sum function, percentage calculations

FOCUS QUESTION: How can I data display trends and relationships?
2, 3 Last chance at pretest
3
06/13-06/18
Combining plots to compare data sets
insets, multiple axes, units, bar charts maximum, minimum, mean, median, mode

FOCUS QUESTION: How can I combine graphs for effective comparisons?
4, 5 Lab 1
4
06/20-06/25
Relationships between variables
slope and rate of change, scatter plots, curve-fitting, correlation

FOCUS QUESTION: How can I characterize relationships between variables?
6, 7  
5
06/27-07/02
Review and practice for Exam 1   Lab 2
6
07/04-07/09
Exam 1    
7
07/11-07/16
Vector indexing
relational expressions, logical vectors, counting entries, extracting rows and columns

FOCUS QUESTION: How can I extract information based on data values?
8 Lab 3
8
07/18-07/23
Program control
relational expressions, loops, if-else

FOCUS QUESTION: How can adapt code for different situations based on data?
9 Sleep diary due
9
07/25-07/30
Depictions of spread
histograms, cumulative probability distributions, box plots, interquartile range, percentiles, standard deviation

FOCUS QUESTION: How can I depict the distribution of data values?
10, 11 Lab 4
10
08/1-08/06
Depictions of error
error bars, standard error of the mean

FOCUS QUESTION: How can I depict uncertainty and variability in data?
12, 13 Lab 5
11
08/06-08/08
Hypothesis testing and confidence intervals and Review for Exam (Last Class on the 8th)
one sample and two sample t-tests, confidence intervals, tests for normality

FOCUS QUESTION: How can I know whether an experimental group is significantly different from the control group?
14, 15  

This lecture summary was written by Kay A. Robbins of the University of Texas at San Antonio and last modified on 14-Jan-2012. Please contact krobbins@cs.utsa.edu with comments or suggestions.