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COMP1001 Problem Solving Methodology in Information Technology
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This course explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like game-playing engines, handwriting recognition, and machine translation. Through hands-on projects, students gain exposure to the theory behind graph search algorithms, classification, optimization, reinforcement learning, and other topics in artificial intelligence and machine learning as they incorporate them into their own Python programs. By course’s end, students emerge with experience in libraries for machine learning as well as knowledge of artificial intelligence principles that enable them to design intelligent systems of their own.
- Course related:
- COMP1001 Problem Solving Methodology in Information Technology, COMP3011 Design and Analysis of Algorithms, COMP2011 Data Structures, and COMP4434 Artificial Intelligence
- Subjects:
- Computing, Data Science and Artificial Intelligence
- Keywords:
- Computer programming Computer science Artificial intelligence Python (Computer program language)
- Resource Type:
- Courseware
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Others
All resources and notes from the Complete Web Developer in 2022: Zero to Mastery course
- Course related:
- LGT3109 Introduction to Coding for Business with Python, COMP1001 Problem Solving Methodology in Information Technology, COMP3211 Software Engineering, and COMP3421 Web Application Design and Development
- Subjects:
- Computing, Data Science and Artificial Intelligence
- Keywords:
- Web site development Web sites -- Design
- Resource Type:
- Others