GATech IMAT 2021 Workshop
Contents
GATech IMAT 2021 Workshop¶
The following are archived details from the 2021 offering of MI 101 at Georgia Tech, hosted by IMAT.
Schedule¶
All workshop sessions will run from noon to 2pm Eastern time, on Zoom. If you registered for the workshop, you will receive a Zoom link via your registered email. Each day of the workshop will include some amount of hands-on work during the live session, and Days 1 – 3 will include a take-home Python notebook to solidify skills. Office hours will also be offered outside the workshop hours to provide support on the take-home notebooks.
Date |
Topics |
Notebooks |
|
|---|---|---|---|
1 |
Friday, Oct. 8 |
00 (Day) |
|
01 (Take-home) |
|||
2 |
Saturday, Oct. 9 |
02 (Day) |
|
03 (Take-home) |
|||
3 |
Sunday, Oct. 10 |
(Activity) |
|
04 (Take-home) |
|||
4 |
Monday, Oct. 11 |
05 (Day) |
|
(End of workshop: No take-home notebook!) |
(None) |
Recordings¶
Day 1 (Friday, Oct. 8) Introduction; data extraction
Day 2 (Saturday, Oct. 9) Wrangling and tidying data
Day 3 (Sunday, Oct. 10) Visual perception; dimension reduction
Day 4 (Monday, Oct. 11) Machine Learning basics; case studies
Slides¶
The following table collects slide decks from the workshop.
Day |
Topic |
Link |
|---|---|---|
1 |
Introduction: Towards programmatic science |
|
1 |
Orientation for take-home notebooks |
|
2 |
Working with data |
|
2 |
Quick demo: Visualizing data |
|
3 |
The Visual Hierarchy |
|
3 |
Basics of Dimension Reduction |
|
4 |
Intro slides for ML notebook |
|
4 |
Materials Informatics Case Studies |