Who Are We?
Are you curious about the world of Machine Learning and want to learn about its powerful tools and real-world applications? This is what UTMIST’s Deep Learning study group is all about!
We will be going through the Coursera course “Introduction to Deep Learning” and have interactive discussions on the content every two weeks. If the course is fully completed, a Coursera certificate will be awarded at the end sponsored by UofT.
This is an excellent opportunity to meet like-minded individuals and learn more about Deep Learning together.
All UofT students with any level of experience are welcome!
Please note: Currently, registration is closed, but if you’d still like to join and catch up on our progress, you are welcome to register here.
Timeline
| Date |
Topic |
Meeting |
| 2021/10/03 |
Introduction to Machine Learning |
Recording |
| 2021/10/17 |
Linear Models and Optimization Lab |
N/A |
| 2021/10/31 |
Introduction to Deep Learning |
Recording |
| 2021/11/14 |
MNIST Classification Lab |
N/A |
| 2021/11/28 |
Deep Learning for Images |
Recording |
| 2021/12/12 |
CNN & Transfer Learning Lab |
N/A |
| 2022/01/09 |
Concepts Review |
Recording |
| 2022/01/23 |
Unsupervised Representation Learning |
Recording |
| 2022/02/06 |
Deep Learning for Sequences |
Recording |
| 2022/02/20 |
Digits Classification using MLP |
Recording |
| 2022/03/06 |
Flower Classification using CNN |
Recording |
| 2022/03/20 |
Applications of Autoencoder |
Recording |
| 2022/04/03 |
Generating Shakespearean Text using RNN |
Recording |
Resources
All resources from our study group, including presentation slides and helpful links, can be found on UTMIST’s GitHub.
