Course materials for the Systems Biology Of Aging Virtual Workshop 24
This year we will be using Amazon SageMaker Studio. This is a cloud-based data analytics platform that runs JupyterLab, an open-source coding environment. In SageMaker Studio, you will be able to access data and run all the code presented in the workshop, free of charge. Instructions on creating your login and accessing your Studio Lab space will be emailed to registrants. These accounts will only be active for several days following the workshop. However, notebooks and additional materials will continue to be available in the course GitHub.
AWS SageMaker tutorial and troubleshooting
Session 1: Multiomic Analysis of Frailty PPT
Instructor: Lance Pflieger, PhD
1-SingleOmic.ipynb
2-MultiOmic.ipynb
Session 2: Longitudinal Trajectory Analysis PPT
Instructor: Max Robinson, PhD
Notebook1_DIABLO.ipynb
Notebook2_GLMM.ipynb
Session 3: Machine Learning Analysis PPT
Instructor: Alex Ralevski, PhD
Data Analysis.ipynb
ML_logistic_regression_xgboost.ipynb
All source code is licensed under the Apache License 2.0. This includes the notebooks deployed via Google Colaboratory.
Content and artwork is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
