New: filter modules by day and time, student links, custom courses →
This course investigates deep learning from the perspectives of several mathematical theories: numerical optimisation, statistical learning, function approximation, and coding theory. The aim is to shed some light on why and under what circumstances deep learning can be expected to work well - or not.
Required first
MH2100Calculus IIIMH3500StatisticsMH3600Topology & ManifoldsPS0001Introduction To Computational ThinkingMathematics Of Deep Learning
Unlocks
| Mon | Tue | Wed | Thu | Fri | |
|---|---|---|---|---|---|
| 930 | |||||
| 1000 | |||||
| 1030 | |||||
| 1100 | |||||
| 1130 | |||||
| 1200 | |||||
| 1230 | |||||
| 1300 | |||||
| 1330 | |||||
| 1400 | |||||
| 1430 | |||||
| 1500 | |||||
| 1530 | |||||
| 1600 | |||||
| 1630 | |||||
| 1700 | |||||
| 1730 | |||||
| 1800 |
| Mon | Tue | Wed | Thu | Fri | |
|---|---|---|---|---|---|
| 1030 | COMMON LEC (LE) 1030-1220 Thu SPMS-LT5 | ||||
| 1100 | |||||
| 1130 | |||||
| 1200 | |||||
| 1230 | |||||
| 1300 | |||||
| 1330 | |||||
| 1400 | |||||
| 1430 | |||||
| 1500 | |||||
| 1530 | COMMON LEC (LE) 1530-1620 Fri SPMS-LT5 | ||||
| 1600 | |||||
| 1630 | 70286 TUT (T) 1630-1720 Fri SPMS-LT5 | ||||
| 1700 |
