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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.
Required first
BG2211Introduction To Computational ThinkingCH2107Introduction To Computational ThinkingCV1014Introduction To Computational ThinkingCZ1003Introduction To Computational ThinkingEE1005From Computational Thinking To ProgrammingMA1008Introduction To Computational ThinkingMS1008Introduction To Computational ThinkingRE1016Engineering ComputationIntroduction To Data Science & Artificial Intelligence
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| 830 | 10139 SEM (FS2) 0830-1030 Thu HWLAB2 | 10145 SEM (FSP1) 0830-1030 Fri HPL | |||||||||
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| 1230 | 10143 SEM (FS6) 1230-1430 Mon HWLAB2 | 10149 SEM (FSP5) 1230-1430 Mon HWLAB2 | 10140 SEM (FS3) 1230-1430 Tue HWLAB2 | 10141 SEM (FS4) 1230-1430 Tue HPL | 10150 SEM (FSP6) 1230-1430 Thu HPL | 10147 SEM (FSP3) 1230-1430 Fri HWLAB2 | 10148 SEM (FSP4) 1230-1430 Fri HPL | 10152 SEM (FSP8) 1230-1430 Fri HWLAB2 | |||
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| 1430 | 10138 SEM (FS1) 1430-1630 Mon HPL | 10144 SEM (FS7) 1430-1630 Wed HWLAB2 | 10146 SEM (FSP2) 1430-1630 Wed HWLAB2 | 10151 SEM (FSP7) 1430-1630 Wed HPL | |||||||
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