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AY2024/2025 Semester 2
In today's era of Information, `Data' is the new driving force, provided we know how to extract relevant `Intelligence'. 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 |
| Mutually Exclusive With | CE1115, CH0494, CZ1115, SC1015 |
| 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 | 55096 TUT (C24) 0830-1020 Fri CBE-CL2, ONLINE Wk1,2,4-13, Teaching Wk3 | 55096 TUT (C24) 0830-1020 Fri CBE-CL2, ONLINE Wk1,2,4-13, Teaching Wk3 | ||||||||||
| 900 | ||||||||||||
| 930 | 55093 TUT (C21) 0930-1120 Mon CBE-CL2, ONLINE Wk1,2,4-13, Teaching Wk3 | 55093 TUT (C21) 0930-1120 Mon CBE-CL2, ONLINE Wk1,2,4-13, Teaching Wk3 | 55094 TUT (C22) 0930-1120 Tue CBE-CL2, ONLINE Wk1,2,4-13, Teaching Wk3 | 55094 TUT (C22) 0930-1120 Tue CBE-CL2, ONLINE Wk1,2,4-13, Teaching Wk3 | 55088 TUT (B22) 0930-1120 Wed CBE-CL2, ONLINE Wk1,2,4-13, Teaching Wk3 | 55088 TUT (B22) 0930-1120 Wed CBE-CL2, ONLINE Wk1,2,4-13, Teaching Wk3 | 55091 TUT (CBE1) 0930-1120 Thu CBE-CL2, ONLINE Wk1,2,4-13, Teaching Wk3 | 55091 TUT (CBE1) 0930-1120 Thu CBE-CL2, ONLINE Wk1,2,4-13, Teaching Wk3 | 55092 TUT (CBE1) 0930-1120 Thu CBE-CL2, ONLINE Wk1,2,4-13, Teaching Wk3 | 55092 TUT (CBE1) 0930-1120 Thu CBE-CL2, ONLINE Wk1,2,4-13, Teaching Wk3 | ||
| 1000 | ||||||||||||
| 1030 | 55090 TUT (B24) 1030-1220 Fri CBE-CL2, ONLINE Wk1,2,4-13, Teaching Wk3 | 55090 TUT (B24) 1030-1220 Fri CBE-CL2, ONLINE Wk1,2,4-13, Teaching Wk3 | ||||||||||
| 1100 | ||||||||||||
| 1130 | 55087 TUT (B21) 1130-1320 Mon CBE-CL2, ONLINE Wk1,2,4-13, Teaching Wk3 | 55087 TUT (B21) 1130-1320 Mon CBE-CL2, ONLINE Wk1,2,4-13, Teaching Wk3 | 55095 TUT (C23) 1130-1320 Tue CBE-CL2, ONLINE Wk1,2,4-13, Teaching Wk3 | 55095 TUT (C23) 1130-1320 Tue CBE-CL2, ONLINE Wk1,2,4-13, Teaching Wk3 | 55089 TUT (B23) 1130-1320 Thu CBE-CL2, ONLINE Wk1,2,4-13, Teaching Wk3 | 55089 TUT (B23) 1130-1320 Thu CBE-CL2, ONLINE Wk1,2,4-13, Teaching Wk3 | ||||||
| 1200 | ||||||||||||
| 1230 | ||||||||||||
| 1300 | ||||||||||||
