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This page contains schedules of the course for past years to give you some background of the content.
The videos for the course are also available.
| Week | Date | Topic |
|---|---|---|
| 1 | 15 Sep | Introduction: [Administration] [Data Science Process] |
| 1 | 18 Sep | Data Science Process (con't) |
| 2 | 22 Sep | Databases (guest lecturer: Stratis Viglas) |
| 2 | 25 Sep | Intro to Extreme Computing (guest lecturer: Stratis Viglas) |
| 3 | 29 Sep | [Visualization] [Feature Design] |
| 3 | 02 Oct | Feature Design (con't), [Evaluation, Debugging, and Diagnostics] |
| 4 | 06 Oct | Guest lecture: Machine Learning Nigel Goddard, Iain Murray, Charles Sutton |
| 4 | 09 Oct | Guest lecture: Machine Learning (con't) Guido Sanguinetti, Amos Storkey, Chris Williams |
| 4 | Lab session | |
| 5 | 13 Oct | Guest lecture: Statistics Colin Aitken, Natalia Bochkina, Yiannis Papastathopoulos |
| 5 | 16 Oct | Guest lecture: Optimization, Open Data Jacek Gondzio, Ewan Klein, Andreas Grothey |
| 5 | Lab session | |
| 6 | 20 Oct | Guest lecture: Databases Peter Buneman, Sebastian Maneth, Stratis Viglas |
| 6 | 23 Oct | Guest lecture: Databases James Cheney, Wenfei Fan, Leonid Libkin |
| 7 | 27 Oct | Guest lecture: Algorithms and Optimization Peter Richtarik, Rik Sarkar, TBA |
| 7 | 30 Oct | Guest lecture: Natural Language Processing (NLP) Sharon Goldwater, Frank Keller, Chris Lucas |
| 8 | 03 Nov | Class cancelled for CDT launch event |
| 8 | 06 Nov | Guest lecture: NLPx2, Algorithms Mirella Lapata, Shay Cohen, |
| 8 | Tutorial 2: Miniproject progress | |
| 9 | 10 Nov | Guest lecture: Speech Steve Renals, Junichi Yamagishi, Simon King, Hiroshi Shimodaira |
| 9 | 13 Nov | Guest lecture: Computer Vision Margarita Chli, Vittorio Ferrari, Bob Fisher |
| 10 | 17 Nov | Guest lecture: Applications David Aspinall, Jon Oberlander, Dave Robertson |
| 10 | 20 Nov | Guest lecture: Applications Andy Gordon, Michael Rovatsos, Ian Simpson |
| 10 | 21 Nov | Miniproject due |
| 11 | 24 Nov | Guest lecture: NLP Adam Lopez, Mark Steedman, Bonnie Webber |
| 11 | 27 Nov | Guest lectures: Algorithms Mary Cryan, Kousha Etessami, Rahul Santhanam |
| 11 | 28 Nov | Miniproject poster session |
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