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About Ai-511 Knowledge-Based Systems: References
This document provides summaries of 14 courses related to artificial intelligence and data science: 1. Knowledge-based systems covers knowledge representations, reasoning approaches, and building knowledge-based systems. 2. Machine learning covers supervised and unsupervised learning techniques including classification, regression, clustering, and ensemble methods. 3. Soft computing covers neural networks, fuzzy logic, evolutionary computation, and hybrid neuro-fuzzy systems. 4. Modern algorithm design covers algorithm analysis techniques, data structures, and applications to problems like PageRank and stable matching. 5. Deep learning covers convolutional neural networks, deep unsupervised learning, generative adversarial networks, and optimization techniques for deep networks.
Detailed Information
Author: | ['Prateek Dwivedi'] |
---|---|
Publication Year: | 2019 |
Pages: | 12 |
Language: | English |
Format: | |
Price: | FREE |
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