Datathon Tutorials
Welcome to NUS-NUH-MIT Datathon 2019!
We have prepared tutorials to get you started on
-
Using Google's BigQuery to work on structured data. A couple of comprehensive examples are included to show how to view the datasets, run transformations and analyse them. please go to "bigquery_tutorial" directory for more detail.
-
Working with image analysis using google's Colab. The tutorial provides detailed instruction on how to load data(tfrecord) from a bucket and run a CNN model using Keras API. MIMIC_CXR dataset was used as an example. please go to "mimic_cxr" directory for more detail.
- All of the tutorials here are cloned/modified from Google Healthcare git repository