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| timezone: UTC -7 (Pacific Daylight Time) | ||
| tabs: | ||
| - title: Day 1 | ||
| date: Monday 23 October | ||
| date: Monday 19 August | ||
| contents: | ||
| - title: Intro and welcome | ||
| description: Getting to know each other setting the stage for our work together. | ||
| time: 8:30 - 9:30 | ||
| leads: | ||
| - Anthony Arendt | ||
| - Nicoleta Cristea | ||
| - Charley Haley | ||
| - title: BREAK | ||
| - title: null | ||
| description: null | ||
| time: 9:30 - 9:45 | ||
| - title: CryoCloud and Jupyter Notebooks | ||
| description: Getting connected to our shared computational resources. | ||
| time: 9:45 - 10:45 | ||
| leads: | ||
| - Tasha Snow | ||
| - title: BREAK | ||
| description: null | ||
| 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 - 12:00 | ||
| leads: | ||
| - Valentina Staneva | ||
| - title: LUNCH | ||
| description: null | ||
| time: 12:00 - 13:00 | ||
| - 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 - 15:00 | ||
| leads: | ||
| - Charley Haley | ||
| - Steven Pestana | ||
| - title: Project Work | ||
| description: null | ||
| time: 15:00 - 16:00 | ||
| time: null | ||
| leads: null | ||
| - title: Day 2 | ||
| date: Tuesday 24 October | ||
| date: Tuesday 20 August | ||
| contents: | ||
| - title: Approaches to Working in Teams | ||
| 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: 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 | ||
| - title: Project Work | ||
| - title: null | ||
| description: null | ||
| time: 10:30 - 12:00 | ||
| - 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: 14:00 - 16:00 | ||
| time: null | ||
| leads: null | ||
| - title: Day 3 | ||
| date: Wednesday 25 October | ||
| date: Wednesday 21 August | ||
| contents: | ||
| - title: ML Workflow Management - GeoWEAVER | ||
| description: Guidance on managing reproducible ML workflows. | ||
| time: 8:30 - 9:45 | ||
| leads: | ||
| - Ziheng Sun | ||
| - title: BREAK | ||
| description: null | ||
| time: 9:45 - 10:15 | ||
| - title: Project work | ||
| description: null | ||
| time: 10:15 - 12:00 | ||
| - title: LUNCH | ||
| time: 12:00 - 13:00 | ||
| description: '' | ||
| - title: Group photo | ||
| - title: null | ||
| description: null | ||
| time: 13:00 - 13:30 | ||
| - title: Project Work | ||
| description: null | ||
| time: 13:30 - 16:00 | ||
| time: null | ||
| leads: null | ||
| - title: Day 4 | ||
| date: Thursday 26 October | ||
| date: Thursday 22 August | ||
| contents: | ||
| - title: ML for classification | ||
| description: Using ML methods for classification purposes. | ||
| time: 8:30 - 9:30 | ||
| leads: | ||
| - Kehan Yang | ||
| - title: BREAK | ||
| description: null | ||
| time: 9:30 - 10:00 | ||
| - title: Project Work | ||
| description: null | ||
| time: 10:00 - 12:00 | ||
| - title: LUNCH | ||
| description: null | ||
| time: 12:00 - 13:00 | ||
| - title: Project Work | ||
| - title: null | ||
| description: null | ||
| time: 13:00 - 15:00 | ||
| - title: Machine Learning Using Google Earth Engine | ||
| description: null | ||
| leads: | ||
| - Steve Greenberg | ||
| time: 15:00 - 16:00 | ||
| time: null | ||
| leads: null | ||
| - title: Day 5 | ||
| date: Friday 27 October | ||
| date: Friday 23 August | ||
| contents: | ||
| - title: Ideas for Community Building and Open Science | ||
| description: Setting a course for continued engagement with CUAHSI and the ML geoscience community | ||
| of practice. | ||
| time: 8:30 - 9:00 | ||
| leads: | ||
| - Tony Castronova | ||
| - Irene Garousi-Nejad | ||
| - 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 | ||
| description: An opportunity to show what we accomplished during the week. | ||
| time: 10:30 - 12:00 | ||
| 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: 13:00 - 13:30 | ||
| leads: | ||
| - Mark Welden-Smith | ||
| - title: Sharing Project Outcomes Part 2 | ||
| description: An opportunity to show what we accomplished during the week. | ||
| time: 13:30 - 15:30 | ||
| leads: | ||
| - Nicoleta Cristea | ||
| - Anthony Arendt | ||
| - title: Closing | ||
| - title: null | ||
| description: null | ||
| time: 15:30 - 16:00 | ||
| leads: | ||
| - Nicoleta Cristea | ||
| time: null | ||
| leads: null |