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Not offered in the current semester · Last offered AY2024/2025 Semester 2
ModsSC1015

Introduction To Data Science Artificial Intelligence

Last offered — AY2024/2025 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.

AUs3.0 AUs
Grade Type
PrerequisiteSC1003
Not Available To ProgrammeACDA(2024-onwards), BCE(2024-onwards), BCG(2024-onwards), CE(2024-onwards), CEEC(2024-onwards), CSC(2024-onwards), CSEC(2024-onwards), DSAI(2024-onwards), ECDS(2025-onwards)
Not Available To All Programme With(Admyr 2011-2020)
Not Available As BDE/UE To Programme
Not Available As Core To Programme
Not Available As PE To Programme
Mutually Exclusive WithCB0494, CE1015, CE1115, CE4073, CH0494, CV0003, CZ1015, CZ1016, CZ1115, CZ4073, EE0005, IE0005, MA0218, MS0003, PS0002, SC3021
Not Offered As BDE
Not Offered As Unrestricted Elective
Exam

Total hours per week: 4 hrs

Available Indexes

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Other offerings

AY24/25
Semester 1Semester 2Sp. Term
AY23/24
Semester 1Semester 2Sp. Term
AY22/23
Semester 1Semester 2Sp. Term
AY21/22
Semester 1Semester 2Sp. Term

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