What you will learn in this course?
About the course
This course is about the fundamental concepts of artificial intelligence. This topic is getting very hot nowadays because these learning algorithms can be used in several fields from software engineering to investment banking. Learning algorithms can recognize patterns which can help detecting cancer for example. How to construct algorithms that can have a very very good guess about stock price movement in the market.
The last topic will be about minimax algorithm and how to use this technique in games such as chess or tic-tac-toe, how to build and construct a game tree, how to analyze these kinds of tree like structures and so on. How to implement the tic-tac-toe game together in the end.
Second chapter is about local search: finding minimum and maximum or global optimum in the main. These searches are used frequently when we use regression for example and want to find the parameters for the fit. Considering basic concepts as well as the more advanced algorithms: heuristics and meta-heuristics.
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