Introduction To Data Science Artificial Intelligence
AY2023/2024 Semester 1
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 | CoreBDE |
| Not Available To Programme | CNEL, CNLM, ELHS, ELPL, HSCN, HSLM, LMEL, LMPL, PLCN, PLHS |
| Not Available As BDE/UE To Programme | ACBS, ACC, ADM, ARED, BCE, BCG, BEEC, BIE, BMS, BS, BSB, BSPY, BUS, CBE, CBEC, CE, CEE, CEEC, CHEM, CHIN, CS, CSC, CSEC, CVEC, DSAI, ECMA, ECON, ECPP, ECPS, EEE, EEEC, EESS, ELAH, ELH, ENE, ENEC, ENG, ESPP, HIST, IEEC, IEM, LMS, MACS, MAEC, MAEO, MAT, MATH, MS, MS(ITG), MS(NULL), MS-2ndMaj/Spec(MSB), MTEC, PHIL, PHY, PPGA, PSLM, PSMA, PSY, REP, SCED, SOC, SSM |
| Mutually Exclusive With | CE1015, CE1115, CE4073, CH0494, CV0003, CZ1015, CZ1016, CZ1115, CZ4073, SC1015 |
| Exam |
Available indexes
| Mon | Tue | Wed | Thu | Fri | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 830 | 23258 TUT (MA7) 0830-1020 Tue CAE LAB2 Wk2-13 | 23259 TUT (MA8) 0830-1020 Tue CAE LAB2 Wk2-13 | 23262 TUT (MA11) 0830-1020 Thu CAE LAB2 Wk2-13 | 23263 TUT (MA12) 0830-1020 Thu CAE LAB2 Wk2-13 | ||||||
| 900 | ||||||||||
| 930 | COMMON LEC (LE) 0930-1020 Fri LHN-LT, LT2A Wk5-13, Teaching Wk1-4 | |||||||||
| 1000 | ||||||||||
| 1030 | 23264 TUT (MA13) 1030-1220 Thu CAE LAB2 Wk2-13 | 23265 TUT (MA14) 1030-1220 Thu CAE LAB2 Wk2-13 | 23266 TUT (MA15) 1030-1220 Thu CAE LAB2 Wk2-13 | |||||||
| 1100 | ||||||||||
| 1130 | ||||||||||
| 1200 | ||||||||||
| 1230 | ||||||||||
| 1300 | ||||||||||
| 1330 | 23252 TUT (MA1) 1330-1520 Mon CAE LAB2 Wk2-13 | 23253 TUT (MA2) 1330-1520 Mon CAE LAB2 Wk2-13 | 23254 TUT (MA3) 1330-1520 Mon CAE LAB2 Wk2-13 | 23260 TUT (MA9) 1330-1520 Wed CAE LAB2 Wk2-13 | ||||||
| 1400 | ||||||||||
| 1430 | ||||||||||
| 1500 | ||||||||||
| 1530 | 23255 TUT (MA4) 1530-1720 Mon CAE LAB2 Wk2-13 | 23256 TUT (MA5) 1530-1720 Mon CAE LAB2 Wk2-13 | 23257 TUT (MA6) 1530-1720 Mon CAE LAB2 Wk2-13 | 23261 TUT (MA10) 1530-1720 Wed CAE LAB2 Wk2-13 | ||||||
| 1600 | ||||||||||
| 1630 | ||||||||||
| 1700 | ||||||||||