Deep Learning Study Group
Summer 2023
Jun 21, 2023
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Aug 23, 2023
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Registration Deadlines
Jun 17, 2023
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Erdős members / alumni who have completed a prior Erdős Data Science Project
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Category
Overview
Weekly group meetings about deep learning, using the first 10 chapters of the FastAI book as the foundation (http://course.fast.ai).
The course content will be self-taught -- participants will read the assigned chapter for the week before the group meeting. The meeting will be used to ask each other questions and to spark discussion about applications of deep learning in data science careers.
Click here to be invited to the slack organization: The Erdős Institute
Click here to access the slack cohort channel: #slack-cohort-channel
Click here to access the slack program channel: #slack-program-channel
Click here to download the Events & Deadlines .ics calendar file
Organizers, Instructors, and Advisors
Objectives
- Learn the basics of deep learning
- Understand how deep learning is used in industry
- Feel comfortable with deep learning code (PyTorch and FastAI)
First Steps/Prerequisites
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Program Content
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Course materials are available on github through the following link:
github message for user
Textbook/Notes
Note: our video player does not support playback speed options. You can find a third party browser extension which will allow you to modify video playback speed. For example, this one works for Chrome: video-speed-controller. If you would prefer to avoid a browser extension you can manually modify the playback speed in the javascript console as well: Speed up any HTML5 video player!
Project/Homework Instructions
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Schedule
Click on any date for more details
Orientation & Setup
Phase 1: Instruction and Project Completion
Project Review & Judging
Phase 2: Intense Interview Prep & Career Connections
Deep Learning 1
Jun 21, 2023 at 09:00 PM UTC
EVENT
Deep Learning 4
Jul 12, 2023 at 09:00 PM UTC
EVENT
Deep Learning 7
Aug 2, 2023 at 09:00 PM UTC
EVENT
Deep Learning 10
Aug 23, 2023 at 09:00 PM UTC
EVENT
Deep Learning 2
Jun 28, 2023 at 09:00 PM UTC
EVENT
Deep Learning 5
Jul 19, 2023 at 09:00 PM UTC
EVENT
Deep Learning 8
Aug 9, 2023 at 09:00 PM UTC
EVENT
Deep Learning 3
Jul 5, 2023 at 09:00 PM UTC
EVENT
Deep Learning 6
Jul 26, 2023 at 09:00 PM UTC
EVENT
Deep Learning 9
Aug 16, 2023 at 09:00 PM UTC
EVENT
Project/Homework Deadlines