Change-HI/EDU

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 2023-2024.

Background

Python and Jupyter

2. Python and Jupyter

Recommended readings and introductory tutorials on Python and Jupyter.

Background

Design and Implementation of Workshops

3. Design and Implementation of Workshops

How to create a workshop using the Morea Framework.

Workshop Friday, September 8, 2023

How to create a professional portfolio

4. How to create a professional portfolio

How to create a professional portfolio using TechFolios.

Workshop Friday, September 22, 2023

CARE Data Principles

5. CARE Data Principles

Introduction to the CARE principles for indigenous data governance.

Workshop Friday, September 29, 2023

Coming soon...
Scientific Software Basics

6. Scientific Software Basics

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

Workshop Friday, October 6, 2023

High Performance Computing

7. High Performance Computing

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

Workshop Friday, October 13, 2023

Data Movement

8. Data Movement

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

Workshop Friday, October 20, 2023

Data Wrangling, Part 1

9. Data Wrangling, Part 1

How to utilize Jupyter Notebooks to create reproducible computational workflows (Part 1).

Workshop Friday, October 27, 2023

Data Wrangling, Part 2

10. Data Wrangling, Part 2

How to utilize Jupyter Notebooks to create reproducible computational workflows (Part 2).

Workshop Friday, November 3, 2023

Exploratory Time Series Analysis in R

11. Exploratory Time Series Analysis in R

A workshop covering modeling and analysis of climate-change time-series data using R.

Workshop Friday, December 1, 2023

Code Quality

12. Code Quality

Introduction to the principles of code quality.

Workshop Friday, January 26, 2024

Coming soon...
Machine Learning Approaches in Climate Science

13. Machine Learning Approaches in Climate Science

A climate-themed tutorial on machine learning methods.

Workshop Friday, February 2, 2024

JEDI for Data Science

14. JEDI for Data Science

Principles of JEDI (Justice, Equity, Diversity, and Inclusion) for data scientists.

Workshop Friday, February 16, 2024

Coming soon...
Smart Data Collection for Sensor Networks

15. Smart Data Collection for Sensor Networks

How to use the Tapis framework and its APIs to store and process streaming sensor data.

Workshop Friday, February 23, 2024

Creative Thinking

16. Creative Thinking

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

Workshop Friday, March 1, 2024

Data Visualization

17. Data Visualization

Learn to use multiple visualization tools to make meaningful and visually pleasing data representations.

Workshop Friday, March 15, 2024

Hawaii Climate Data Portal

18. Hawaii Climate Data Portal

Introduction to the Hawaii Climate Data Portal.

Workshop Friday, March 29, 2024

Coming soon...