Sessions: Fall 2018
We’re hosting the content we have used in sessions from the semester of July-November 2018 here.
Our Content repository hosts some of the older content, since 2016, and you can find that here.
Each entry has the corresponding date, topics (including the relevant post), repos, slides, dockerfiles and problem sheets used. For any issues either write back to us or raise an issue on our Github repos.
Introductory Sessions 2018
| Date | Topics | Github Repos | Dockerfile | Problem Sheets |
|---|---|---|---|---|
| 10th August 2018 | Orientation Session | Slides | NA | NA |
| 10th September 2018 | Introduction to Computer Vision | Repo | Dockerfile | Problem Statements |
| 20th September 2018 | Introduction to Git | Repo, Slides | NA | NA |
Deep Learning MasterClass
| Date | Topics | Content | |
|---|---|---|---|
| 19th September | Recap of Machine Learning. Why Deep Learning? | Link | |
| 20th September | Multi Layer Perceptrons | Link | |
| 28th September | Training Deep Networks: Regularisation, Optimisation and Tuning | Link1 , Link2 | |
| 1st October | Convolutional Neural Networks | Link | |
| 2nd October | Word Models | Will be updated | |
| TBD | Generative networks | Will be updated | |
| TBD | Introduction to advanced topics | Will be updated |
Other workshops
| Date | Topics | Github Repos | Dockerfile | Problem Sheets |
|---|---|---|---|---|
| 8th September 2018 | Computer Vision through the Ages | Slides, Repo | Dockerfile | NA |
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