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

ModsSC1015

Introduction To Data Science Artificial 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, , CV0003, , CZ1016, , CZ4073, , IE0005, MA0218, ,
Not Available To ProgrammeN/A
Not Available To All Programme With(Admyr 2011-2020)
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: 3 hrs