Module 5 Introduction

Session Overview

  • Welcome
  • Interim Check-In
  • Data Driven Science
  • What is Data Science?
  • Where We Are/Context
  • Course Goals and Objectives
  • Module Goals and Objectives
  • Course Logistics

Welcome To Module 5!

Interim Check-In


How are you doing?

This Module

Product Delivery

Data Driven Science

Schleder et al. 2019 DOI: 10.1088/2515-7639/ab084b

Data Science

Course Goals & Objectives

  1. Make the Impossible Possible
  2. 10x Performance

Course Goals & Objectives

  • Conversant and practiced in developing cloud based earth system data science workflows.

  • Comfortable developing data science products.

  • Comfortable and practiced in working effectively on interdisciplinary teams.

  • Able to rapidly pick up new skills, tools, and techniques.

Principles & Practices

Module Goals & Objectives

By the end of this module, you will be familiar with and conversant in the following:

  • Principles of Scientific Communication
  • FAIR Data Sharing
  • Scientific Storytelling
  • Best practices for production coding

Module Goals & Objectives

Specifically by the end of this module, you will have accomplished the following:

  • Completed the Earth Systems Data Science in the Cloud Course
  • Peer reviewed code for analytics pipelines
  • Communicated the results of your work to a non-technical audience
  • Connected the results of your work to scientific insights
  • Presented your work to a wide range of technical and non-technical stakeholders

Module Outline

Days:

  1. Peer Code Review
  2. Storyboarding & Guest Lectures
  3. Presentation Development & MLOps
  4. Presentation Training
  5. Team Presentations and Next Steps

Team Project Outline

Days:

1-2. Finish Project

  1. Develop Presentation
  2. Presentation Practice
  3. Presentations

Team Project Deliverables

Presentation

  • 10 minutes (no more, can be less)
  • Team Name
  • Results
  • Next Steps

Session Overview

  • Welcome
  • What is Data Science?
  • What is Earth System Data Science in the Cloud?
  • Course Goals and Objectives
  • Module Goals and Objectives
  • Course Logistics

Course Logistics

Strategies for Success

This module is different

  • The focus is on synthesis and communication.
  • Reflect on the Journey.
  • Share.
  • Integration.
  • Have fun!

Final Note

We made this course for you! We want your feedback!

Please reach out anytime on Slack or at dwillett@cicsnc.org & ggraham@cicsnc.org.