Introduction To Data Science Artificial Intelligence
AY2020/2021 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 Programme | BCE, CE, CEEC, DSAI |
| Not Available To All Programme With | (Admyr 2011-2017)-Non Direct Entry, (Admyr 2011-2018)-Direct Entry |
| Mutually Exclusive With | CB0494, CE1015, CE1115, CE4073, CH0494, CV0003, CZ1015, CZ1016, CZ4073, EE0005, MA0218, MS0003, PS0002 |
| Exam |
Available indexes
| Mon | Tue | Wed | Thu | Fri | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| 830 | 10107 SEM (FS2) 0830-1030 Thu HWLAB2 | 10113 SEM (FSP1) 0830-1030 Fri HWLAB2 | |||||||||
| 900 | |||||||||||
| 930 | |||||||||||
| 1000 | |||||||||||
| 1030 | 10122 SEM (REP) 1030-1230 Mon HPL | 10110 SEM (FS5) 1030-1230 Wed HWLAB2 | 10121 SEM (FS8) 1030-1230 Wed HPL | ||||||||
| 1100 | |||||||||||
| 1130 | |||||||||||
| 1200 | |||||||||||
| 1230 | 10111 SEM (FS6) 1230-1430 Mon HWLAB2 | 10117 SEM (FSP5) 1230-1430 Mon HWLAB3 | 10108 SEM (FS3) 1230-1430 Tue HWLAB2 | 10109 SEM (FS4) 1230-1430 Tue HPL | 10118 SEM (FSP6) 1230-1430 Thu SWLAB2 | 10115 SEM (FSP3) 1230-1430 Fri HWLAB2 | 10116 SEM (FSP4) 1230-1430 Fri HPL | 10120 SEM (FSP8) 1230-1430 Fri HWLAB2 | |||
| 1300 | |||||||||||
| 1330 | |||||||||||
| 1400 | |||||||||||
| 1430 | 10106 SEM (FS1) 1430-1630 Mon SWLAB2 | 10112 SEM (FS7) 1430-1630 Wed HWLAB2 | 10114 SEM (FSP2) 1430-1630 Wed HWLAB2 | 10119 SEM (FSP7) 1430-1630 Wed SWLAB2 | |||||||
| 1500 | |||||||||||
| 1530 | |||||||||||
| 1600 | |||||||||||
| 1630 | COMMON LEC (CS1) 1630-1730 Tue ONLINE | ||||||||||
| 1700 | |||||||||||
| 1730 | |||||||||||
| 1800 | |||||||||||
| 1830 | 14503 SEM (SCE) 1830-2030 Wed HWLAB1 | ||||||||||
| 1900 | |||||||||||
| 1930 | |||||||||||
| 2000 | |||||||||||
| 2030 | COMMON LEC (SCE) 2030-2130 Wed HWLAB1 | ||||||||||
| 2100 | |||||||||||