STA 199: Introduction to Data Science

Section 1 - Dr. Alexander Fisher

This page contains an outline of the topics, content, and assignments for the semester. Note that this schedule will be updated as the semester progresses and the timeline of topics and assignments might be updated throughout the semester.

week dow date what topic prepare slides ae hw lab exam project notes
0 W Jan 11 Lab 0 Hello R!
F Jan 13 Lec 1 Welcome to STA 199
1 M Jan 16 No class -- Martin Luther King Jr. Day
W Jan 18 Lec 2 Intro to statistics and plotting
F Jan 20 Lec 3 Visualizing various types of data
2 M Jan 23 Lab 1 Data visualization
W Jan 25 Lec 4 Grammar of data wrangling Homework 1 released
F Jan 27 Lec 5 Working with multiple data frames
3 M Jan 30 Lab 2 Data wrangling
W Feb 1 Lec 6 Tidy data
F Feb 3 Lec 7 Data types and classes Homework 1 due
4 M Feb 6 Lab 3 Data tidying
W Feb 8 Lec 8 Spatial data
F Feb 10 Lec 9 Troubleshooting / Review Exam 1 released! Due Feb 14 5:00pm
5 M Feb 13 Lab No lab: exam 1
W Feb 15 Lec 10 Intro to probability
F Feb 17 Lec 11 Conditional probability Homework 2 released
6 M Feb 20 Lab 4 Merge conflicts
W Feb 22 Lec 12 Simple regression
F Feb 24 Lec 13 Multiple regression I Homework 2 due
7 M Feb 27 Lab 5 Predicting a numerical outcome
W Mar 1 Lec 14 Multiple regression II Homework 3 released; project announced
F Mar 3 Lec 15 Model selection
8 M Mar 6 Lab Work on project proposal
W Mar 8 Lec 16 Logistic regression Homework 3 due; statistics experience released
F Mar 10 Lec 17 Prediction Project proposal due
9 M Mar 13 No class -- Spring Break
W Mar 15 No class -- Spring Break
F Mar 17 No class -- Spring Break
10 M Mar 20 Lab Logistic regression (lab)
W Mar 22 Lec 18 Bootstrap Homework 4 released
F Mar 24 Lec 19 Central limit theorem I
11 M Mar 27 Lab Project work day
W Mar 29 Lec 20 Central limit theorem II
F Mar 31 Lec 21 Hypothesis testing I Homework 4 due
12 M Apr 3 Lab Hypothesis testing lab
W Apr 5 Lec 22 Hypothesis testing II Homework 5 released
F Apr 7 Lec 23 Hypothesis testing III
13 M Apr 10 Lab Project peer review
W Apr 12 Lec 24 Homework 5 due
F Apr 14 Lec 25 Project tips Exam 2 released! Due Tue April 18 5:00pm
14 M Apr 17 Lab No lab: exam 2
W Apr 19 Lec 26 Ethics
F Apr 21 Lec 27 Special topic: cryptanalysis
15 M Apr 24 Lab Project presentations
W Apr 26 Lec 28 Special topic: forensic genetic analysis Report due; statistics experience due