| Tentative schedule, Updated weekly; 6 October 2021 | |||||
| Material | Session | Date | Reading | ||
| Week 1 | Introductions to the course | ||||
| Tuesday | 24 August | see slides | |||
| no lab | Tuesday | 24 | handout | ||
| Thursday | 26 | see slides | |||
| Introductions to the course | |||||
| Ethics in analysis and when working with data | |||||
| Week 2 | Google Analytics | ||||
| Tuesday | 31 | see slides | |||
| Lab 01 | Tuesday | 31 | handout | ||
| Thursday | 2 Sept | see slides | |||
| Ethics, Google Analytics: Basics | |||||
| collection, processing and reporting | |||||
| Week 3 | Exploration | ||||
| Tuesday | 7 | see slides | |||
| Speaker: Ron Mattocks | Tuesday | 7 | handout | ||
| Thursday | 9 | see slides | |||
| Intro to R, rStudio, visualization | |||||
| Exploratory Analysis | |||||
| Week 4 | Exploration | ||||
| Tuesday | 14 | see slides | |||
| Lab 02 | Tuesday | 14 | handout | ||
| Thursday | 16 | see slides | |||
| Data Type Transformations | |||||
| Week 5 | Working with data | ||||
| Tuesday | 21 | see slides | |||
| Lab 03 | Tuesday | 21 | handout | ||
| Speaker: Yee Mon Thu | Thursday | 23 | see slides | ||
| Exploration | |||||
| Week 6 | Categories and Bins | ||||
| Tuesday | 28 | see slides | |||
| no new lab; work day | Tuesday | 28 | |||
| Thursday | 30 | see slides | |||
| Tidy Data and Import | |||||
| Coronavirus case analysis | |||||
| Week 7 | |||||
| Tuesday | 5 Oct | see slides | |||
| Lab 04 | Tuesday | 5 | handout | ||
| Thursday | 7 | see slides | |||
| Categories and Bins | |||||
| Week 8 | |||||
| Tuesday | 12 | see slides | |||
| Exam 1 | Tuesday | 12 | |||
| Thursday | 14 | see slides | |||
| Basic Statistics | |||||
| Linear Models | |||||
| Week 9 | |||||
| Tuesday | 19 | see slides | |||
| Speaker: Lydia Eckstein | Tuesday | 19 | handout | ||
| Break 1 | Thursday | 21 | |||
| Understanding Regression Models | |||||
| Week 10 | |||||
| Tuesday | 26 | see slides | |||
| Tuesday | 26 | handout | |||
| Thursday | 28 | see slides | |||
| Regression Models | |||||
| Week 11 | |||||
| Tuesday | 2 Nov | ||||
| Break 2 | Tuesday | 2 | |||
| Thursday | 4 | ||||
| Multivariate linear models | |||||
| Week 12 | |||||
| Tuesday | 9 | see slides | |||
| Speaker: Steve Onyeiwu | Tuesday | 9 | handout | ||
| Thursday | 11 | see slides | |||
| Text Analysis | |||||
| Week 13 | |||||
| Tuesday | 16 | see slides | |||
| Speaker: Chelsea Peebles (Zoom) | Tuesday | 16 | handout | ||
| Exam 2: During class time | Thursday | 18 | see slides | ||
| Machine Learning | |||||
| Week 14 | |||||
| Thanks Giving Break | Tuesday | 23 | |||
| Thanks Giving Break | Tuesday | 23 | |||
| Thanks Giving Break | Thursday | 25 | |||
| Week 15 | |||||
| Tuesday | 30 | see slides | |||
| Tuesday | 30 | handout | |||
| Thursday | 2 Dec | see slides | |||
| End of Class | |||||
| Week 16 | |||||
| Tuesday | 7 | ||||
| Tuesday | 7 | ||||
| Thursday | 9 | ||||
| Presentations | Monday | 13 | |||
| Final deliverable Due | |||||
| Tentative schedule, Updated weekly; 23 August 2021 | |||||
| Material | Session | Date | Reading | ||
| Week 1 | Introductions to the course | ||||
| Tuesday | 24 August | see slides | |||
| Tuesday | 24 | handout | |||
| Thursday | 26 | see slides | |||
| Introductions to the course | |||||
| Ethics in analysis and when working with data | |||||
| Week 2 | Introductions to the course | ||||
| Tuesday | 31 | see slides | |||
| Tuesday | 31 | handout | |||
| Thursday | 2 Sept | see slides | |||
| Ethics, Google Analytics: Basics | |||||
| collection, processing and reporting | |||||
| Week 3 | Introductions to the course | ||||
| Tuesday | 7 | see slides | |||
| Ron Mattocks? | Tuesday | 7 | handout | ||
| Thursday | 9 | see slides | |||
| Intro to R, rStudio, visualization | |||||
| Exploratory Analysis | |||||
| Week 4 | Introductions to the course | ||||
| Tuesday | 14 | see slides | |||
| Tuesday | 14 | handout | |||
| Thursday | 16 | see slides | |||
| Data Type Transformations | |||||
| Week 5 | Introductions to the course | ||||
| Tuesday | 21 | see slides | |||
| Yee Mon Thu? | Tuesday | 21 | handout | ||
| Thursday | 23 | see slides | |||
| Exploration | |||||
| Week 6 | Introductions to the course | ||||
| Tuesday | 28 | see slides | |||
| Tuesday | 28 | handout | |||
| Thursday | 30 | see slides | |||
| Tidy Data and Import | |||||
| Week 7 | Introductions to the course | ||||
| Tuesday | 5 Oct | see slides | |||
| Tuesday | 5 | handout | |||
| Thursday | 7 | see slides | |||
| Tidy Data and Import | |||||
| Week 8 | Introductions to the course | ||||
| Tuesday | 12 | see slides | |||
| Tuesday | 12 | handout | |||
| Thursday | 14 | see slides | |||
| Basic Statistics | |||||
| Linear Models | |||||
| Week 9 | Introductions to the course | ||||
| Tuesday | 19 | see slides | |||
| Lydia Eckstein | Tuesday | 19 | handout | ||
| Break 1 | Thursday | 21 | |||
| Understanding Regression Models | |||||
| Week 10 | Introductions to the course | ||||
| Tuesday | 26 | see slides | |||
| Tuesday | 26 | handout | |||
| Thursday | 28 | see slides | |||
| Regression Models | |||||
| Week 11 | Introductions to the course | ||||
| Tuesday | 2 Nov | ||||
| Break 2 | Tuesday | 2 | |||
| Thursday | 4 | ||||
| Multivariate linear models | |||||
| Week 12 | Introductions to the course | ||||
| Tuesday | 9 | see slides | |||
| Steve? | Tuesday | 9 | handout | ||
| Thursday | 11 | see slides | |||
| Text Analysis | |||||
| Week 13 | Introductions to the course | 16 | |||
| Tuesday | 16 | see slides | |||
| Tuesday | 18 | handout | |||
| Thursday | see slides | ||||
| Machine Learning | |||||
| Week 14 | Introductions to the course | ||||
| Thanks Giving Break | Tuesday | 23 | |||
| Thanks Giving Break | Tuesday | 23 | |||
| Thanks Giving Break | Thursday | 25 | |||
| Week 15 | Introductions to the course | ||||
| Tuesday | 30 | see slides | |||
| Tuesday | 30 | handout | |||
| Thursday | 2 Dec | see slides | |||
| Presentations | |||||
| Week 16 | Introductions to the course | ||||
| Tuesday | 7 | ||||
| Tuesday | 7 | ||||
| Thursday | 9 | ||||
| Final deliverable Due | Monday | 13 | |||
| Week 17 | Introductions to the course | ||||
| Tuesday | 14 | see slides | |||
| Tuesday | 14 | handout | |||
| Thursday | 16 | see slides | |||