Not offered in the current semester. Last offered AY2023/2024 Semester 2

CZ1115 Introduction To Data Science & Artificial Intelligence

Last offered: AY2023/2024 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.

4hrs per week

AUs: 3.0 AUs
Grade Type: None
Prerequisite: CE1103, CZ1003, BG2211, CH2107, CV1014, MS1008, MA1008, EE1005, RE1016, CE1003, CZ1103
Exam: None

Prerequisite graph

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CZ1115

Introduction To Data Science & Artificial Intelligence

Unlocks

CZ3005Artificial Intelligence

Available indexes

	Mon			Tue			Wed		Thu		Fri
830	10638 LAB (FDAC) 0830-1020 Mon HPL			10617 LAB (FCE3) 0830-1020 Tue HWLAB2	10626 LAB (FCSI) 0830-1020 Tue HPL	10635 LAB (FCMB) 0830-1020 Tue HWLAB1	10631 LAB (FCS5) 0830-1020 Wed HWLAB2	10643 LAB (FDDC) 0830-1020 Wed HPL	10612 LAB (FCEC) 0830-1020 Thu HPL	10616 LAB (FCE2) 0830-1020 Thu HWLAB2
900
930
1000
1030	10613 LAB (FCED) 1030-1220 Mon HWLAB2	10614 LAB (FCEE) 1030-1220 Mon HWLAB2	10636 LAB (FDAA) 1030-1220 Mon HPL	10621 LAB (FCSD) 1030-1220 Tue HWLAB2	10622 LAB (FCSE) 1030-1220 Tue HWLAB3		10639 LAB (FDAD) 1030-1220 Wed HWLAB2	10645 LAB (ACDA1) 1030-1220 Wed HPL	10619 LAB (FCSB) 1030-1220 Thu HWLAB2	10628 LAB (FCS2) 1030-1220 Thu HWLAB3	10618 LAB (FCSA) 1030-1220 Fri HPL	10629 LAB (FCS3) 1030-1220 Fri HWLAB3
1100
1130
1200
1230	10634 LAB (FCMA) 1230-1420 Mon HPL			10641 LAB (FDDA) 1230-1420 Tue HWLAB2	10642 LAB (FDDB) 1230-1420 Tue HPL		10627 LAB (FCS1) 1230-1420 Wed HPL	10640 LAB (FDAE) 1230-1420 Wed HWLAB2	10610 LAB (FCEA) 1230-1420 Thu HWLAB2	10624 LAB (FCSG) 1230-1420 Thu HPL	10611 LAB (FCEB) 1230-1420 Fri HPL	10632 LAB (FCS6) 1230-1420 Fri HWLAB3
1300
1330
1400
1430	10620 LAB (FCSC) 1430-1620 Mon HWLAB2	10633 LAB (FCS7) 1430-1620 Mon HPL					10615 LAB (FCE1) 1430-1620 Wed HWLAB1	10644 LAB (FCCA) 1430-1620 Wed HPL	10623 LAB (FCSF) 1430-1620 Thu HPL	10630 LAB (FCS4) 1430-1620 Thu HWLAB2	10625 LAB (FCSH) 1430-1620 Fri HWLAB2	10637 LAB (FDAB) 1430-1620 Fri HPL
1500
1530
1600
1630							COMMON LEC (SCL1) 1630-1720 Wed ONLINE, ONLINE Wk5
1700							COMMON LEC (SCL1) 1630-1720 Wed ONLINE, ONLINE Wk5

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