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AY2023/2024 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 | |||||
| 1230 | |||||
| 1300 | |||||
| 1330 | |||||
| 1400 | |||||
| 1430 | |||||
| 1500 | |||||
| 1530 | |||||
| 1600 | |||||
| 1630 | |||||
| 1700 | |||||
| 1730 | |||||
| 1800 |
| Mon | Tue | Wed | Thu | Fri | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 830 | 10115 LAB (FDAC) 0830-1020 Mon HPL | 10094 LAB (FCE3) 0830-1020 Tue HWLAB2 | 10103 LAB (FCSI) 0830-1020 Tue HPL | 10112 LAB (FCMB) 0830-1020 Tue HWLAB1 | 10108 LAB (FCS5) 0830-1020 Wed HWLAB2 | 10120 LAB (FDDC) 0830-1020 Wed HPL | 10089 LAB (FCEC) 0830-1020 Thu HPL | 10093 LAB (FCE2) 0830-1020 Thu HWLAB2 | ||||
| 900 | ||||||||||||
| 930 | ||||||||||||
| 1000 | ||||||||||||
| 1030 | 10090 LAB (FCED) 1030-1220 Mon HWLAB2 | 10091 LAB (FCEE) 1030-1220 Mon HWLAB2 | 10113 LAB (FDAA) 1030-1220 Mon HPL | 10098 LAB (FCSD) 1030-1220 Tue HWLAB2 | 10099 LAB (FCSE) 1030-1220 Tue HWLAB3 | 10116 LAB (FDAD) 1030-1220 Wed HWLAB2 | 10388 LAB (ACDA1) 1030-1220 Wed HPL | 10096 LAB (FCSB) 1030-1220 Thu HWLAB2 | 10105 LAB (FCS2) 1030-1220 Thu HWLAB3 | 10095 LAB (FCSA) 1030-1220 Fri HPL | 10106 LAB (FCS3) 1030-1220 Fri HWLAB3 | |
| 1100 | ||||||||||||
| 1130 | ||||||||||||
| 1200 | ||||||||||||
| 1230 | 10111 LAB (FCMA) 1230-1420 Mon HPL | 10396 LAB (ECDS1) 1230-1420 Mon HWLAB1 | 10118 LAB (FDDA) 1230-1420 Tue HWLAB2 | 10119 LAB (FDDB) 1230-1420 Tue HPL | 10104 LAB (FCS1) 1230-1420 Wed HPL | 10117 LAB (FDAE) 1230-1420 Wed HWLAB2 | 10087 LAB (FCEA) 1230-1420 Thu HWLAB2 | 10101 LAB (FCSG) 1230-1420 Thu HPL | 10088 LAB (FCEB) 1230-1420 Fri HPL | 10109 LAB (FCS6) 1230-1420 Fri HWLAB3 | ||
| 1300 | ||||||||||||
| 1330 | ||||||||||||
| 1400 | ||||||||||||
| 1430 | 10097 LAB (FCSC) 1430-1620 Mon HWLAB2 | 10110 LAB (FCS7) 1430-1620 Mon HPL | 10092 LAB (FCE1) 1430-1620 Wed HWLAB1 | 10121 LAB (FCCA) 1430-1620 Wed HPL | 10100 LAB (FCSF) 1430-1620 Thu HPL | 10107 LAB (FCS4) 1430-1620 Thu HWLAB2 | 10102 LAB (FCSH) 1430-1620 Fri HWLAB2 | 10114 LAB (FDAB) 1430-1620 Fri HPL | ||||
| 1500 | ||||||||||||
| 1530 | ||||||||||||
| 1600 | ||||||||||||
| 1630 | COMMON LEC (SCL1) 1630-1720 Wed ONLINE | |||||||||||
| 1700 | ||||||||||||
| 1730 | ||||||||||||
| 1800 | ||||||||||||
| 1830 | 14505 TUT (CSPT1) 1830-1920 Wed HPL Wk2-13 | |||||||||||
| 1900 | ||||||||||||
| 1930 | 14505 LAB (CSPT1) 1930-2020 Wed HPL Wk2-13 | |||||||||||
| 2000 | ||||||||||||
