Monthly Archives: March 2020

Intelligent Systems Journey – Week 7

Topic: Apriori Algorithm& Association Rule Mining This week we discussed Association Rule Mining, which is initially used for Market Basket Analysis. Market basked Analysis is used to find out how items that customers buy are related to each other, and … Continue reading

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Intelligent Systems Journey – Week 6

Topic: Clustering K-Means, Learning from Observation This week we reviewed about supervised, unsupervised and reinforcement learning. After the short review, we got into a part of the main material which is clustering techniques. We learned that clustering techniques is a … Continue reading

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Intelligent Systems Journey – Week 5

Topic: Uncertainty Reasoning This session we discussed supervised vs unsupervised learning, and the parameters they require. We also learned the different types of formal languages such as fuzzy logic, propositional logic, etc. We also learned how to represent probability based … Continue reading

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Intelligent Systems Journey – Week 4

Topic: Adversarial Search This session we discussed the concept of adversarial search, which is an algorithm which puts opponents into consideration when deciding the best possible move for a game. We went in more depth about the minimax principle, which … Continue reading

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Intelligent Systems Journey – Week 3

Topic: Informed Search & Local Search This week we discussed about informed search, which includes algorithms like the A* algorithm and the Greedy Best First Search. We learned how to assign heuristic values, what they mean and how the algorithms … Continue reading

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