| Date | Reading / Videos /lecture | Demos | Assignments Due | Quizzes |
|---|---|---|---|---|
| 1/28/2019 | Motivation | course logistics, logging into Rstudio and tour | ||
| 1/30/2019 | Data science tools | unix, digital ocean, | ||
| 2/05/2019 | Data science tools R programming, introducing R | git commmand line, github, markdown | ||
| 2/07/2019 | R programming 2, programming R | Assignment 1 | Quiz 1 | |
| 2/12/2019 | R programmming 3, cleaning data in R | |||
| 2/14/2019 | Exploratory data analysis | Quiz 2 | ||
| 2/19/2019 | Reproducible report writing | |||
| 2/21/2019 | Developing data products | Quiz 3 | ||
| 2/26/2019 | Probability 1 | |||
| 2/28/2019 | Probability 2 | Quiz 4 | ||
| 3/5/2019 | Inference 1 | |||
| 3/7/2019 | Inference 2 | Quiz 5 | ||
| 3/12/2019 | Bootstrapping / permutation / resampling | |||
| 3/14/2019 | Bootstrapping / permutation / resampling | Quiz 6 | ||
| 3/19/2019 | Spring break | |||
| 3/21/2019 | Spring break | |||
| 3/26/2019 | Linear regression | |||
| 3/28/2019 | Linear regression | Quiz 7 | ||
| 4/02/2019 | Logistic regression | |||
| 4/04/2019 | Neural networks | Quiz 8 | ||
| 4/09/2019 | Neural networks | |||
| 4/11/2019 | Neural Networks | Quiz 9 | ||
| 4/16/2019 | Deep learning | |||
| 4/18/2019 | Evaluation of engineered products | |||
| 4/23/2019 | Evaluation of engineered products | |||
| 4/25/2019 | Buffer room | Quiz 10 | ||
| 4/30/2019 | Student presentations | |||
| 5/02/2019 | Student presentations | |||
| 5/07/2019 | Reading Time | |||
| 5/09/2019 | Examination period | |||
| 5/14/2019 | Examination period | |||
| 5/16/2019 | Examination period |