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AY2022/2023 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, IE0005, MA0218, MS0003, PS0002 |
| Exam |
| Mon | Tue | Wed | Thu | Fri | |
|---|---|---|---|---|---|
| 930 | |||||
| 1000 | |||||
| 1030 | |||||
| 1100 | |||||
| 1130 | |||||
| 1200 | |||||
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| 1300 | |||||
| 1330 | |||||
| 1400 | |||||
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| 1500 | |||||
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| 1600 | |||||
| 1630 | |||||
| 1700 | |||||
| 1730 | |||||
| 1800 |
| Mon | Tue | Wed | Thu | Fri | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 830 | 10620 LAB (A126) 0830-1020 Tue HPL_1 Wk2-13 | 10633 LAB (B126) 0830-1020 Tue HW2_3 Wk2-13 | 10640 LAB (C126) 0830-1020 Tue HW3_2 Wk2-13 | 10645 LAB (Z130) 0830-1020 Wed HW3_1 Wk2-13 | 10625 LAB (A134) 0830-1020 Thu HPL_1 Wk2-13 | 10636 LAB (B134) 0830-1020 Thu HW2_2 Wk2-13 | ||||||||
| 900 | ||||||||||||||
| 930 | ||||||||||||||
| 1000 | ||||||||||||||
| 1030 | 10617 LAB (A121) 1030-1220 Mon HPL_1 Wk2-13 | 10619 LAB (A125) 1030-1220 Tue HPL_2 Wk2-13 | 10632 LAB (B125) 1030-1220 Tue HW2_1 Wk2-13 | 10624 LAB (A133) 1030-1220 Thu HPL_1 Wk2-13 | 10635 LAB (B133) 1030-1220 Thu HW2_2 Wk2-13 | 10641 LAB (C133) 1030-1220 Thu HW3_1 Wk2-13 | 10646 LAB (Z133) 1030-1220 Thu HW1_1 Wk2-13 | 10628 LAB (A137) 1030-1220 Fri HPL_1 Wk2-13 | 10638 LAB (B137) 1030-1220 Fri HW3_2 Wk2-13 | 10648 LAB (Z137) 1030-1220 Fri HPL_2 Wk2-13 | ||||
| 1100 | ||||||||||||||
| 1130 | ||||||||||||||
| 1200 | ||||||||||||||
| 1230 | 10618 LAB (A124) 1230-1420 Mon HPL_2 Wk2-13 | 10631 LAB (B124) 1230-1420 Mon HW3_2 Wk2-13 | 10622 LAB (A128) 1230-1420 Tue HPL_1 Wk2-13 | 10634 LAB (B128) 1230-1420 Tue HW2_4 Wk2-13 | 10623 LAB (A132) 1230-1420 Wed HPL_1 Wk2-13 | 10642 LAB (W132) 1230-1420 Wed HW3_2 Wk2-13 | 10627 LAB (A136) 1230-1420 Thu HPL_1 Wk2-13 | 10647 LAB (Z136) 1230-1420 Thu HW3_2 Wk2-13 | 10630 LAB (A140) 1230-1420 Fri HPL_1 Wk2-13 | 10639 LAB (B140) 1230-1420 Fri HW2_3 Wk2-13 | ||||
| 1300 | ||||||||||||||
| 1330 | ||||||||||||||
| 1400 | ||||||||||||||
| 1430 | 10621 LAB (A127) 1430-1620 Tue HPL_1 Wk2-13 | 10643 LAB (Y127) 1430-1620 Tue HW3_1 Wk2-13 | 10626 LAB (A135) 1430-1620 Thu HPL_1 Wk2-13 | 10637 LAB (B135) 1430-1620 Thu HW3_1 Wk2-13 | 10629 LAB (A139) 1430-1620 Fri HPL_1 Wk2-13 | 10649 LAB (Z139) 1430-1620 Fri HW2_1 Wk2-13 | ||||||||
| 1500 | ||||||||||||||
| 1530 | ||||||||||||||
| 1600 | ||||||||||||||
| 1630 | COMMON LEC (L1) 1630-1720 Fri ONLINE | |||||||||||||
| 1700 | ||||||||||||||
| 1730 | ||||||||||||||
| 1800 | ||||||||||||||
| 1830 | 14502 LAB (PT1) 1830-2020 Wed HPL Wk2-13 | |||||||||||||
| 1900 | ||||||||||||||
| 1930 | ||||||||||||||
| 2000 | ||||||||||||||
