Modules Workshops and other curriculum

Introduction to HI-DSI Data Fellows

1. Introduction to HI-DSI Data Fellows

Provides an overview of the HI-DSI Data Fellows program for 2022-2023.


Seminar Archives

2. Seminar Archives

Recorded videos of past Data Science Friday seminars.


Python and Jupyter

3. Python and Jupyter

This module provides recommended readings and introductory tutorials on Python and Jupyter.


FAIR Data Management, Security and Ethics

4. FAIR Data Management, Security and Ethics

How to make data Findable, Accessible, Interoperable, and Reusable.

Workshop Friday, October 21, 2022

Configuration management

5. Configuration management

Concepts of configuration management and version control, and how they are implemented using git and GitHub.


Scientific Software Basics

6. Scientific Software Basics

How to use the Mana command line (i.e. linux) to support basic file and data manipulation.

Workshop Friday, October 28, 2022

High Performance Computing

7. High Performance Computing

How to utilize High Performance Computing (HPC) clusters, such as Mana, for deep learning tasks.

Workshop Friday, November 4, 2022

Data Movement

8. Data Movement

An introduction to the challenges and options in moving scientific data over the network.

Workshop Friday, December 2, 2022

Data Wrangling

9. Data Wrangling

How to utilize Jupyter Notebooks to create reproducible computational workflows.

Workshop Friday, February 3, 2023

Machine Learning Approaches in Climate Science

10. Machine Learning Approaches in Climate Science

A climate-themed tutorial on machine learning methods.

Workshop Friday, February 17, 2023

Data Visualization

11. Data Visualization

An introduction to multiple visualization tools that are used to make meaningful and visually pleasing data representations.

Workshop Friday, February 24, 2023

Smart Data Collection for Sensor Networks

12. Smart Data Collection for Sensor Networks

This workshop presents the Tapis framework and how to use its APIs to store and process streaming sensor data.

Workshop Friday, March 24, 2023

Creative Thinking

13. Creative Thinking

An exploration of creativity with a bit of science and a bit of fun.

Workshop Friday, March 31, 2023

Scientific Workflows and Gateways

14. Scientific Workflows and Gateways

How to use a Scientific Gateway and Workflow

Workshop Friday, April 21, 2023