NTU Mods is updated (kind of) for AY2024/2025!

ModsCV0003

Introduction To Data Science Artificial Intelligence

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.
AUs3.0 AUs
ExamN/A
Grade TypeN/A
Maintaining DeptN/A
Prerequisites
Mutually Exclusive With, , CE4073, , , CZ1016, , CZ4073, MA0218, , SC1015
Not Available To ProgrammeN/A
Not Available To All Programme With(Admyr 2011-2017)-Non Direct Entry, (Admyr 2011-2018)-Direct Entry
Not available as Core
for programmes
N/A
Not Available as PE
for programmes
N/A
Not Available as BDE/UEs
for programmes
N/A
Not Offered ToN/A

Total hours per week: 2 hrs

Available Indexes

MonTueWedThuFri
830

28201 LAB (CV1)

0830-1020 Mon

EST LAB 2

62205 LAB (MS1)

0830-1020 Mon

EST LAB 2

62207 LAB (MS3)

0830-1020 Thu

EST LAB 2

900
930

28205 LAB (CV5)

0930-1120 Wed

EST LAB 2

1000
1030
1100
1130

28203 LAB (CV3)

1130-1320 Tue

EST LAB 2

62208 LAB (MS4)

1130-1320 Fri

EST LAB 2

62209 LAB (MS5)

1130-1320 Fri

EST LAB 2

1200
1230

28206 LAB (CV6)

1230-1420 Wed

EST LAB 2

1300
1330
1400
1430

28202 LAB (CV2)

1430-1620 Mon

EST LAB 2

62206 LAB (MS2)

1430-1620 Mon

EST LAB 2

28204 LAB (CV4)

1430-1620 Tue

EST LAB 2

28207 LAB (CV7)

1430-1620 Thu

EST LAB 2

1500
1530
1600