Deep Learning Boot Camp
Summer 2025
May 8, 2025
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Aug 15, 2025
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Registration Deadlines
May 8, 2025
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Erdős members / alumni who have successfully completed a prior Erdős Data Science Boot Camp Project
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Category
Advance, Supplemental, Self-Directed, Project-Based, Boot Camp
Overview
Welcome to deep learning! Each week, you'll complete assigned readings from 2 deep learning books. During the first few weeks, there will be weekly meetings with the instructors and all attendees on Zoom. As you progress more into the material and your projects, you will meet according to your group schedule.
In order to receive a deep learning certificate, you must submit a (team-based) final project by the end of the cohort.
Click here to be invited to the slack organization: The Erdős Institute
Click here to access the slack channel: #slack-channel
Organizers, Instructors, and Advisors
Lindsay Warrenburg
Associate Director of Erdős
Office Hours:
As Needed
Email:
Preferred Contact:
Slack
Slack is the best way to contact me!
Marcos Ortiz
Lead Deep Learning TA
Office Hours:
As Needed
Email:
Preferred Contact:
Slack
Objectives
- Learn the basics of deep learning
- Understand how deep learning is used in industry
- Feel comfortable with deep learning code (PyTorch and FastAI)
Project Examples
TEAM 3
Deep Learning - Audio Project (VocalCycleGAN)
Gregory Taylor,Jaspar Wiart,Chutian Ma
In this project, trained a cycleGAN on speech data and singing data to create a voice synthesizer that takes speech and outputs a synthesized voice to play over a given song.
TEAM 9
RivusVox Editor
Zachary Bezemek,Francesca Balestrieri
RivusVox Editor: the world's first near-live zero-shot adaptive speech editing system
First Steps/Prerequisites
Program Content
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Course materials are available on github through the following link:
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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!
Schedule
Click on any date for more details
Phase 1: Instruction and Project Completion
Project Review & Judging
Phase 2: Intense Interview Prep & Career Connections
Deep Learning Orientation
May 9, 2025 at 08:00 PM UTC
EVENT
Deep Learning Project Pitch Day
May 30, 2025 at 08:00 PM UTC
EVENT
Deep Learning Live Review
May 16, 2025 at 08:00 PM UTC
EVENT
Deep Learning Class Networking Event
Jun 6, 2025 at 08:00 PM UTC
EVENT
Deep Learning Live Review
May 23, 2025 at 08:00 PM UTC
EVENT
Deep Learning Project Showcase
Aug 15, 2025 at 04:00 PM UTC
EVENT
Project/Homework Deadlines
May 8, 2025
03:59 AM UTC
Last chance to switch bootcamps
Email Amalya Lehmann at amalya@erdosinstitute.org if you would like to switch to a different bootcamp.
May 20, 2025
03:59 AM UTC
Last day to defer enrollment to a future cohort
Contact Amalya Lehmann (amalya@erdosinstitute.org) if you would like to unenroll this cohort and defer to a future cohort.
Jun 13, 2025
09:00 PM UTC
Deep Learning Project Teams and Topic Due Date
Last chance to formalize teams
Aug 11, 2025
09:00 PM UTC
Deep Learning Final Project Due
Due date for project