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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.

Slack

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

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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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First Steps

Program Content

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Course materials are available on github through the following link:

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Request Access to GitHub

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Program Content

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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Project/Team Formation
Project Submission
Projects README

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

©2017-2025 by The Erdős Institute.

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