Deep Learning#
Evaluative Components#
| No. | Name | Weight |
|---|---|---|
| EC1 | Quiz 1 | 5% |
| Quiz 2 | 5% | |
| Assignment | 15% | |
| EC2 | Mid Sem Test | 20% |
| EC3 | Comprehensive Exam | 45% |
Resources#
- Dive Into Deep Learning Interactive Text Book
- Dive Into Deep Learning pdf
Course Overview#
- Supervised Learning:
- Neural Networks
- Back Propagation
- DFF Neural Networks
- Regularization
- CNN
- RNN
- Unsupervised Learning
- Auto Encoders
- GAN
- Applications: Computer Vision, Speech Recognition etc.
Index#
Assignment#
Question Papers#
Tags: !Semester3Index