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ModsCV0003

Introduction To Data Science Artificial Intelligence

Current offering — AY2026/2027 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.

Total hours per week: 2 hrs

AUs3.0 AUs
Grade Type
PrerequisiteCV1014
Exam


Available Indexes

MonTueWedThuFri
830

28201 LAB (CV1)

0830-1020 Mon

EST LAB 2

28203 LAB (CV3)

0830-1020 Mon

EST LAB 2

28204 LAB (CV4)

0830-1020 Wed

EST LAB 2

28205 LAB (CV5)

0830-1020 Wed

EST LAB 2

62205 LAB (MS1)

0830-1020 Thu

EST LAB 2

900
930
1000
1030

62207 LAB (MS3)

1030-1220 Tue

EST LAB 2

1100
1130
1200
1230

28206 LAB (CV6)

1230-1420 Wed

EST LAB 2

62206 LAB (MS2)

1230-1420 Wed

EST LAB 2

1300
1330

62208 LAB (MS4)

1330-1520 Fri

EST LAB 2

62209 LAB (MS5)

1330-1520 Fri

EST LAB 2

1400
1430
1500
1530

28202 LAB (CV2)

1530-1720 Wed

EST LAB 2

28207 LAB (CV7)

1530-1720 Thu

EST LAB 2

1600
1630
1700

Other offerings

AY25/26
Semester 1Semester 2Sp. Term
AY24/25
Semester 1Semester 2Sp. Term
AY23/24
Semester 1Semester 2Sp. Term
AY22/23
Semester 1Semester 2Sp. Term
AY21/22
Semester 1Semester 2Sp. Term
AY20/21
Semester 1Semester 2Sp. Term
AY19/20
Semester 1Semester 2Sp. Term

Other Relevant Mods