Introduction To Data Science Artificial Intelligence
AY2025/2026 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 | CoreBDE |
| Not Available To Programme | ACDA, AISC, BACF, BASA, CMED, CNEL, CNLM, COMP, ECDS, ELHS, ELPL, HSCN, HSLM, LMEL, LMPL, PESC, PHMS, PLCN, PLHS, SPPE |
| Not Available As BDE/UE To Programme | ACBS, ACC, ADM, ARED, BCE, BCG, BEEC, BIE, BMS, BS, BSB, BSPY, BUS, CBE, CBEC, CE, CEE, CEE 1, CEEC, CHEM, CHIN, CS, CSC, CSEC, CVEC, DSAI, ECMA, ECON, ECPP, ECPS, EEE, EEE 1, EEEC, EESS, ELAH, ELH, ENE, ENE 1, ENEC, ENG, ESPP, HIST, IEEC, IEM, LMS, MACS, MAEC, MAEO, MAT, MATH, ME 1, 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 | 23030 TUT (MA9) 0830-1020 Fri CAE2 LAB Wk2-13 | 23031 TUT (MA10) 0830-1020 Fri CAE2 LAB Wk2-13 | |||||
| 900 | |||||||
| 930 | |||||||
| 1000 | |||||||
| 1030 | |||||||
| 1100 | |||||||
| 1130 | |||||||
| 1200 | |||||||
| 1230 | COMMON LEC (LE) 1230-1320 Thu LT27 | ||||||
| 1300 | |||||||
| 1330 | 23022 TUT (MA1) 1330-1520 Mon CAE2 LAB Wk2-13 | 23024 TUT (MA3) 1330-1520 Tue CAE2 LAB Wk2-13 | 23026 TUT (MA5) 1330-1520 Wed CAE2 LAB Wk2-13 | 23028 TUT (MA7) 1330-1520 Thu CAE2 LAB Wk2-13 | |||
| 1400 | |||||||
| 1430 | |||||||
| 1500 | |||||||
| 1530 | 23023 TUT (MA2) 1530-1720 Mon CAE2 LAB Wk2-13 | 23025 TUT (MA4) 1530-1720 Tue CAE2 LAB Wk2-13 | 23027 TUT (MA6) 1530-1720 Wed CAE2 LAB Wk2-13 | 23029 TUT (MA8) 1530-1720 Thu CAE2 LAB Wk2-13 | |||
| 1600 | |||||||
| 1630 | |||||||
| 1700 | |||||||
| 1730 | |||||||
| 1800 | |||||||
| 1830 | |||||||
| 1900 | COMMON LEC (PLE) 1900-1950 Tue LT14 | ||||||
| 1930 | |||||||
| 2000 | 26517 TUT (PT1) 2000-2150 Tue N3.2-01-34 Wk2-13 | 26518 TUT (PT2) 2000-2150 Tue N3.2-01-34 Wk2-13 | |||||
| 2030 | |||||||
| 2100 | |||||||
| 2130 | |||||||