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Deep Learning Study Group

Summer 2023

Jun 21, 2023

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Aug 23, 2023

Register

You are registered for this program.

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.

Organizers and Instructors

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

Participants must have completed the data science bootcamp before taking this course.

First Steps
Slack

Slack Channel: #slack-channel

Program Content

Welcome to the deep learning study group! Please note that all of the lectures are based on the content in Jeremy Howard and Sylvain Gugger's fastai course (http://course.fast.ai) and corresponding fastai book (http://github.com/fastai/fastbook). The copyright of the fastai material is: @book{ howard2020deep, title={Deep Learning for Coders with Fastai and Pytorch: AI Applications Without a PhD}, author={Howard, J. and Gugger, S.}, isbn={9781492045526}, url={https://books.google.no/books?id=xd6LxgEACAAJ}, year={2020}, publisher={O'Reilly Media, Incorporated} } The 10 notebooks in the Erdős repo contain summaries I created of the fastai content in order to consolidate the material and serve as a good review.

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Program Content

Textbook/Notes

Project/Homework Instructions

 

Project/Team Formation
Project Submission
Projects README

Schedule

Click on any date for more details

Deep Learning 1

June 21, 2023 at 9:00:00 PM

EVENT

Deep Learning 4

July 12, 2023 at 9:00:00 PM

EVENT

Deep Learning 7

August 2, 2023 at 9:00:00 PM

EVENT

Deep Learning 10

August 23, 2023 at 9:00:00 PM

EVENT

Deep Learning 2

June 28, 2023 at 9:00:00 PM

EVENT

Deep Learning 5

July 19, 2023 at 9:00:00 PM

EVENT

Deep Learning 8

August 9, 2023 at 9:00:00 PM

EVENT

Deep Learning 3

July 5, 2023 at 9:00:00 PM

EVENT

Deep Learning 6

July 26, 2023 at 9:00:00 PM

EVENT

Deep Learning 9

August 16, 2023 at 9:00:00 PM

EVENT

Please check your registration email for program schedule and zoom links.

Project/Homework Deadlines

To access the program content, you must first create an account and member profile and be logged in.

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