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Merge pull request #48 from geo-smart/nc-updates
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updated schedule
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scottyhq authored Oct 16, 2023
2 parents dabc641 + ce59435 commit 3da8d93
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129 changes: 59 additions & 70 deletions book/schedule.yaml
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contents:
- title: Intro and welcome
description: Getting to know each other setting the stage for our work together.
time: 8:30 - 9:30
time: 8:30 - 9:15
leads:
- Anthony Arendt
- Nicoleta Cristea
- Charley Haley
- title: ML Workflows
description: An overview of the primary stages of typical Machine Learning workflows
including data preparation, model selection, training, and visualization.
time: 9:30 - 10:30
- title: CryoCloud and Jupyter Notebooks
description: Getting connected to our shared computational resources.
time: 9:15 - 10:45
leads:
- Andrew Bennett
- Tasha Snow
- title: BREAK
description: null
time: 10:30 - 11:00
- title: Intro to Projects
description: Overview of projects for this hackweek and how we will gather in
small groups.
time: 11:00 - 12:00
time: 10:45 - 11:00
- title: Introduction to machine learning
description: An overview of machine learning and the primary stages of typical Machine Learning workflows
including data preparation, model selection, training, and visualization.
time: 11:00 - 12:30
leads:
- Charley Haley
- Valentina Staneva
- title: LUNCH
description: null
time: 12:00 - 13:00
- title: Project Team Formation
description: Choosing our project team for the week.
time: 13:00 - 13:30
- title: Intro to Projects
description: Overview of projects for this hackweek and how we will gather in
small groups. Choosing our project team for the week.
time: 13:00 - 14:00
leads:
- Charley Haley
- Charley Haley, Steven Pestana
- title: Project Work
description: null
time: 14:00 - 17:00
- title: Day 2
date: Tuesday 24 October
contents:
- title: GeoWeaver
description: Introduction to a management tool to streamline Machine Learning
workflows.
time: 8:30 - 9:00
leads:
- Ziheng Sun
- title: Approaches to Working in Teams
description: Reflecting on the opportunities and challenges of small group work.
time: 9:00 - 9:30
description: Discussion of best practices for collaborative work. Reflecting on the opportunities and challenges of small group work.
time: 8:30 - 9:00
leads:
- Naomi Alterman
- title: Open time for tutorial Q&A
description: null
time: 9:30 - 10:00
- title: ML methods for regression problems Part 1
description: Introducing neural networks
time: 9:00 - 10:00
leads:
- Ryan Johnson
- title: BREAK
description: null
time: 10:00 - 10:30
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- title: LUNCH
description: null
time: 12:00 - 13:00
- title: ML methods for regression problems Part 2
description: Introducing tree-based methods
time: 13:00 - 14:00
leads:
- Ibrahim Olalekan Alabi
- title: Project Work
description: null
time: 13:00 - 16:00
time: 14:00 - 17:00
- title: Day 3
date: Wednesday 25 October
contents:
- title: Computational Resources for ML
description: Guidance on deploying Machine Learning workflows on cloud computing
infrastructure.
time: 8:30 - 9:00
- title: ML Workflow Management - GeoWEAVER
description: Guidance on managing reproducible ML workflows.
time: 8:30 - 9:45
leads:
- TBD
- title: Open time for tutorial Q&A
description: null
time: 9:00 - 9:30
- Ziheng Sun
- title: BREAK
description: null
time: 9:30 - 10:00
- title: Project Work
time: 9:45 - 10:15
- title: Project work
description: null
time: 10:00 - 12:00
time: 10:15 - 12:00
- title: LUNCH
description: ''
time: 12:00 - 13:00
leads:
- ''
description: ''
- title: Group photo
description: null
time: 13:00 - 13:30
- title: Project Work
description: ''
time: 13:00 - 16:00
time: 13:30 - 16:00
leads:
- ''
- title: Day 4
date: Thursday 26 October
contents:
- title: AI Ethics
description: Group discussion on ethical considerations of AI development including
cultural considerations, awareness of bias, and other themes.
time: 8:30 - 9:00
leads:
- TBD
- title: Contributing to Open Source
description: Best practices for contributing to community software; exploration
of community alignment around ML geoscience software.
time: 9:30 - 10:00
- title: ML for classification
description: Using ML methods for classification purposes.
time: 8:30 - 9:30
leads:
- Joachim Meyer
- Aji John
- title: BREAK
description: null
time: 10:00 - 10:30
time: 9:30 - 10:00
- title: Project Work
description: null
time: 10:30 - 12:00
time: 10:00 - 12:00
- title: LUNCH
description: null
time: 12:00 - 13:00
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- title: Day 5
date: Friday 27 October
contents:
- title: Ideas for Community Building
description: Setting a course for continued engagement with a ML geoscience community
- title: Ideas for Community Building and Open Science Part 1
description: Setting a course for continued engagement with CUAHSI and the ML geoscience community
of practice.
time: 8:30 - 9:00
leads:
- Anthony Arendt
- title: Future Hackweeks
description: Designing curriculum and project work for a 2024 GeoSMART hackweek.
time: 9:00 - 9:30
leads:
- Nicoleta Cristea
- title: BREAK
- Tony Castronova, Irene Garoussi, Anthony Arendt, Nicoleta Cristea
- title: Project wrap-up
description: null
time: 9:00 - 10:00
- title: BREAK / FOCUS GROUP
description: null
time: 10:00 - 10:30
- title: Sharing Project Outcomes Part 1
Expand All @@ -143,17 +132,17 @@ tabs:
leads:
- Nicoleta Cristea
- Anthony Arendt
- title: LUNCH
description: null
time: 12:00 - 13:00
- title: Hackweek Survey
description: Complete a survey providing us with feedback for improving our program.
time: 10:30 - 11:00
time: 13:00 - 13:30
leads:
- Mark Welden-Smith
- title: LUNCH
description: null
time: 12:00 - 13:00
- title: Sharing Project Outcomes Part 2
description: An opportunity to show what we accomplished during the week.
time: 13:00 - 15:00
time: 13:30 - 15:30
leads:
- Nicoleta Cristea
- Anthony Arendt
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