sarkaftghareeb / aging_workshop_24

Course materials for the Systems Biology Of Aging Virtual Workshop 24

Aging_Workshop_24

Course materials for the Systems Biology Of Aging Virtual Workshop 24

Computational Platform

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

Licensing

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.