Introduction To Data Science Artificial Intelligence
AY2024/2025 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 | ACDA, AISC, BACF, BASA, CMED, CNEL, CNLM, COMP, ECDS, ELHS, ELPL, HSCN, HSLM, LMEL, LMPL, 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 | 23060 TUT (MA7) 0830-1020 Tue CAE 2 LAB Wk2-13 | 23061 TUT (MA8) 0830-1020 Tue CAE 2 LAB Wk2-13 | 23064 TUT (MA11) 0830-1020 Thu CAE 2 LAB Wk2-13 | 23065 TUT (MA12) 0830-1020 Thu CAE 2 LAB Wk2-13 | ||||||
| 900 | ||||||||||
| 930 | COMMON LEC (LE) 0930-1020 Fri LT27, LT2A Wk6, Teaching Wk1-5,7-13 | COMMON LEC (LE) 0930-1020 Fri LT27, LT2A Wk6, Teaching Wk1-5,7-13 | ||||||||
| 1000 | ||||||||||
| 1030 | 23066 TUT (MA13) 1030-1220 Thu CAE 2 LAB Wk2-13 | 23067 TUT (MA14) 1030-1220 Thu CAE 2 LAB Wk2-13 | ||||||||
| 1100 | ||||||||||
| 1130 | ||||||||||
| 1200 | ||||||||||
| 1230 | ||||||||||
| 1300 | ||||||||||
| 1330 | 23054 TUT (MA1) 1330-1520 Mon CAE 2 LAB Wk2-13 | 23055 TUT (MA2) 1330-1520 Mon CAE 2 LAB Wk2-13 | 23056 TUT (MA3) 1330-1520 Mon CAE 2 LAB Wk2-13 | 23062 TUT (MA9) 1330-1520 Wed CAE 2 LAB Wk2-13 | ||||||
| 1400 | ||||||||||
| 1430 | ||||||||||
| 1500 | ||||||||||
| 1530 | 23057 TUT (MA4) 1530-1720 Mon CAE 2 LAB Wk2-13 | 23058 TUT (MA5) 1530-1720 Mon CAE 2 LAB Wk2-13 | 23059 TUT (MA6) 1530-1720 Mon CAE 2 LAB Wk2-13 | 23063 TUT (MA10) 1530-1720 Wed CAE 2 LAB Wk2-13 | ||||||
| 1600 | ||||||||||
| 1630 | ||||||||||
| 1700 | ||||||||||