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change Binder url to use binder-sandbox
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Hua-Zhou committed Jun 10, 2024
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Expand Up @@ -6,13 +6,15 @@ This training is hosted by the [UCLA Fielding School of Public Health (FSPH)](ht

## Data Science Module, June 24-26, 2024

[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/NIH-R25-ModelersAndStoryTellers/binder-sandbox.git/main?urlpath=git-pull?repo=https://github.com/NIH-R25-ModelersAndStoryTellers/2024.git)

### June 24

| Time | Topic | Instructor |
|:----------------------|:------------------------|:------------------------|
| 8:30a-10:10a | Data science overview, data source, R, data ingestion and wrangling \[[tutorial](https://nih-r25-modelersandstorytellers.github.io/2024/data-science-tutorials/01-dsintro/dsintro.html), [Binder]()\] | Dr. Hua Zhou |
| 8:30a-10:10a | Data science overview, data source, R, data ingestion and wrangling \[[tutorial](https://nih-r25-modelersandstorytellers.github.io/2024/data-science-tutorials/01-dsintro/dsintro.html), [Binder](https://mybinder.org/v2/gh/NIH-R25-ModelersAndStoryTellers/binder-sandbox.git/main?urlpath=git-pull?repo=https%3A%2F%2Fgithub.com%2FNIH-R25-ModelersAndStoryTellers%2F2024.git%2Fdata-science-tutorials%2F01-dsintro%2Fdsintro.ipynb)\] | Dr. Hua Zhou |
| 10:10a-10:20a | Break | |
| 10:20a-11:50a | Predictive modeling (logistic regression) [Slides](https://nih-r25-modelersandstorytellers.github.io/2024/data-science-tutorials/02-logit/logit.html) | Dr. Hua Zhou |
| 10:20a-11:50a | Predictive modeling (logistic regression) \[[tutorial](https://nih-r25-modelersandstorytellers.github.io/2024/data-science-tutorials/02-logit/logit.html), [Binder](https://mybinder.org/v2/gh/NIH-R25-ModelersAndStoryTellers/binder-sandbox.git/main?urlpath=git-pull?repo=https%3A%2F%2Fgithub.com%2FNIH-R25-ModelersAndStoryTellers%2F2024.git%2Fdata-science-tutorials%2F02-logit%2Flogit.ipynb)\] | Dr. Hua Zhou |
| 11:50a-12:20p | Lunch Break | |
| 12:20p-1:50p | Gallop strength training | Kristy Sherrer |
| 1:50p-2:00p | Break | |
Expand All @@ -22,9 +24,9 @@ This training is hosted by the [UCLA Fielding School of Public Health (FSPH)](ht

| Time | Topic | Instructor |
|:----------------------|:------------------------|:------------------------|
| 8:30a-10:10a | Predictive modeling (random forest) [Slides](https://nih-r25-modelersandstorytellers.github.io/2024/data-science-tutorials/03-rf/rf.html) | Dr. Hua Zhou |
| 8:30a-10:10a | Predictive modeling (random forest) \[[tutorial](https://nih-r25-modelersandstorytellers.github.io/2024/data-science-tutorials/03-rf/rf.html), [Binder](https://mybinder.org/v2/gh/NIH-R25-ModelersAndStoryTellers/binder-sandbox.git/main?urlpath=git-pull?repo=https%3A%2F%2Fgithub.com%2FNIH-R25-ModelersAndStoryTellers%2F2024.git%2Fdata-science-tutorials%2F03-rf%2Frf.ipynb)\] | Dr. Hua Zhou |
| 10:10a-10:20a | Break | |
| 10:20a-11:50a | Policy evaluation by double machine learning [Slides](https://nih-r25-modelersandstorytellers.github.io/2024/data-science-tutorials/04-dml/dml.html) | Dr. Hua Zhou |
| 10:20a-11:50a | Policy evaluation by double machine learning \[[tutorial](https://nih-r25-modelersandstorytellers.github.io/2024/data-science-tutorials/03-rf/rf.html), [Binder](https://mybinder.org/v2/gh/NIH-R25-ModelersAndStoryTellers/binder-sandbox.git/main?urlpath=git-pull?repo=https%3A%2F%2Fgithub.com%2FNIH-R25-ModelersAndStoryTellers%2F2024.git%2Fdata-science-tutorials%2F04-dml%2Fdml.ipynb)\] | Dr. Hua Zhou |
| 11:50a-12:20p | Lunch Break | |
| 12:20p-1:50p | TBD | Dr. Roch Nianogo |
| 1:50p-2:00p | Break | |
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