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AY2021/2022 Semester 2
This course will start with the core principles of Data Science, and will equip you with the basic tool and techniques of data handling, exploratory data analysis, data visualization, data-based inference, and data-focussed communication. The course will also introduce you to the fundamentals of Artificial Intelligence - state space representation, uninformed search, and reinforcement learning. The course will motivate you to work closely with data and make data-driven decisions in your field of study. The course will also touch upon ethical issues in Data Science and Artificial Intelligence, and motivate you to explore the cutting-edge applications related to Big Data, Neural Networks and Deep Learning. Python will be the language of choice to introduce hands-on computational techniques.
| AUs | 3.0 AUs |
| Categories | Core |
| Not Available To All Programme With | (Admyr 2011-2020) |
| Mutually Exclusive With | CB0494, CE1015, CE1115, CE4073, CH0494, CV0003, CZ1015, CZ1016, CZ1115, CZ4073, EE0005, MA0218, MS0003, PS0002 |
| Exam |
| 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 | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 830 | 10112 LAB (SC3) 0830-1020 Mon HWLAB2 | 10115 LAB (SC6) 0830-1020 Mon HWLAB2 | 10470 LAB (DSF1) 0830-1020 Mon SWLAB1 | 10113 LAB (SC4) 0830-1020 Tue HPL | 10116 LAB (SC7) 0830-1020 Tue HWLAB2 | 10126 LAB (SC17) 0830-1020 Tue HWLAB1 | 10459 LAB (BCF2) 0830-1020 Tue HPL | 10119 LAB (SC10) 0830-1020 Wed HWLAB2 | 10127 LAB (SC18) 0830-1020 Wed HWLAB2 | 10460 LAB (BCF3) 0830-1020 Wed HPL | |||||
| 900 | |||||||||||||||
| 930 | |||||||||||||||
| 1000 | |||||||||||||||
| 1030 | 10120 LAB (SC11) 1030-1220 Tue HWLAB2 | 10111 LAB (SC2) 1030-1220 Thu HWLAB2 | 10118 LAB (SC9) 1030-1220 Thu HWLAB2 | 10129 LAB (SC20) 1030-1220 Thu HWLAB3 | |||||||||||
| 1100 | |||||||||||||||
| 1130 | 10125 LAB (SC16) 1130-1320 Fri HWLAB2 | ||||||||||||||
| 1200 | |||||||||||||||
| 1230 | 10472 LAB (DSF3) 1230-1420 Mon HPL | 10128 LAB (SC19) 1230-1420 Wed HPL | 10117 LAB (SC8) 1230-1420 Thu HPL | 10123 LAB (SC14) 1230-1420 Thu SPL | 10482 LAB (ECAD1) 1230-1420 Thu HPL | ||||||||||
| 1300 | |||||||||||||||
| 1330 | COMMON LEC (SC1) 1330-1420 Tue ONLINE | 10110 LAB (SC1) 1330-1520 Fri HPL | 10471 LAB (DSF2) 1330-1520 Fri SWLAB1 | ||||||||||||
| 1400 | |||||||||||||||
| 1430 | 10121 LAB (SC12) 1430-1620 Mon HWLAB3 | 10458 LAB (BCF1) 1430-1620 Tue HWLAB2 | 10114 LAB (SC5) 1430-1620 Wed HPL | 10122 LAB (SC13) 1430-1620 Wed HPL | |||||||||||
| 1500 | |||||||||||||||
| 1530 | |||||||||||||||
| 1600 | |||||||||||||||
| 1630 | |||||||||||||||
| 1700 | |||||||||||||||
| 1730 | |||||||||||||||
| 1800 | |||||||||||||||
| 1830 | 14502 LAB (PT3) 1830-2020 Fri HWLAB1 | ||||||||||||||
| 1900 | |||||||||||||||
| 1930 | |||||||||||||||
| 2000 | |||||||||||||||
