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Week 1
- Monday: Basics and Pytorch
- Tuesday: Linear Deep Learning
- Wednesday: Multilayer Perceptrons
- Thursday: Projects day
- Friday: Optimization
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Week 2
- Monday: Regularization
- Tuesday: Convnets and DL Thinking 1
- Wednesday: Modern Convnets
- Thursday: Generative models (VAEs and Diffusion models)
- Friday: Attention and Transformers
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Week 3: Advanced concepts
- Monday: Time Series and Natural Language Processing
- Tuesday: DL Thinking 2 & Half Projects Day (Abstract Writing)
- Wednesday: Unsupervised and Self-supervised learning
- Thursday: Basic Reinforcement Learning
- Friday: Reinforcement Learning for Games & DL Thinking 3
See the Time Slot Widget for your full course schedule converted to your local time zone.
All days (except W1D4, W3D2, and W3D5) will follow this schedule for course time:
Time (Hour) | Component |
---|---|
0:00-0:15* | Pod discussion I |
0:15-1:45 | Tutorials I |
1:45-2:45 | Big break |
2:45-4:15 | Tutorials II |
4:15-4:25 | Pod discussion II |
4:25-4:30 | Reflections & Survey |
4:30-5:30 | Break |
5:30-8:30 | Project Time |
* : Note that the synchronous coursework session starts at 0:00 with the first pod discussion.
In addition to course time, each day will have 3 hours of project time that takes place after course work time.
On this day, we will have a day entirely dedicated to projects! Make sure to coordinate a few breaks with your project group as needed.
Time (Hour) | Component |
---|---|
0:00-4:30 | Project Work (Regular TA present) |
5:30-8:30 | Project Work (Regular and Project TA around for part of the time) |
You will spend both the standard coursework and projects time on projects today. See https://deeplearning.neuromatch.io/projects/docs/project_guidance.html#w1d4-projects-day for more information about the goals of this day.
Time (Hour) | Component |
---|---|
0:00-0:15 | Pod Discussion |
0:15-1:45 | Tutorials I |
1:45-2:45 | Big Break |
2:45-4:30 | Abstract workshop |
Project time:
Time (Hour) | Component |
---|---|
5:30-6:30 | Individual Abstract Editing |
6:30-7:15 | Group Abstract Review |
7:15-7:30 | Break |
7:30-8:10 | Pod Abstract Swap |
8:10-8:30 | Finalize Abstract |
Time (Hour) | Lecture |
---|---|
0:00-0:15 | Pod Discussion I |
0:15-1:45 | Tutorials I |
1:45-2:45 | Big break |
2:45-4:15 | Tutorials II |
4:15-4:25 | Pod Discussion II |
4:25-4:30 | Reflections & Survey |
4:30-5:30 | Break |
5:30-6:00 | Post Course Survey & Feedback |
6:00-7:00 | Project presentations |
7:00-7:30 | Pod farewell |
7:30-8:30 | Closing Ceremony/Graduation |
Course Review & Feedback: We will have a post course survey for both students and TAs (will share the link in discord) - please fill it out during this time! Completion of the final survey is required to access your certificate in the portal after the course.
Pod farewell: This is just a chance for your pod to say goodbye to each other. No structure imposed or requirements here!
Closing Ceremony/Graduation: We will do this all together on Zoom.