Artificial Intelligence I: Basics and Games in Java
Artificial Intelligence I: Basics and Games in Java. A guide how to create smart applications, AI, genetic algorithms, pruning, heuristics and metaheuristics
The name of this course is Sintético Intelligence I: Basics and Games in Java. The knowledge you will get with this indescribable online course is astonishing. A guide how to create smart applications, AI, genetic algorithms, pruning, heuristics and metaheuristics.
Not only will you be able to deeply internalize the concepts, but also their application in different fields won’t ever be a problem. The instructor is Holczer Balazs, one of the very best experts in this field.
Description of this course: Sintético Intelligence I: Basics and Games in Java
Course Description This course is about the fundamental concepts of industrial 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 detect cancer for example. We may construct algorithms that can have a very very good guess about stocks movement in the market. In the first chapter we are going to talk about the basic graph algorithms. Several advanced algorithms can be solved with the help of graphs, so as far as I am concerned these algorithms are the first steps. Second chapter is about circunscrito search: finding minimum and maximum or total optimum in the main. These searches are used frequently when we use regression for example and want to find the parameters for the fit. We will consider basic concepts as well as the more advanced algorithms: heuristics and meta-heuristics. The last topic will be about minimax algorithm and how to use these 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. We will implement the tic-tac-toegame together in the end. LAST UPDATE OF THE COURSE: 2016 october
Requirements of this course: Sintético Intelligence I: Basics and Games in Java
What are the requirements? Basic Java (SE) Some basic algorithms ( maximum/minimum finding ) Basic math ( functions )
What will you learn in this course: Sintético Intelligence I: Basics and Games in Java?
What am I going to get from this course? Get a good grasp of industrial intelligence Understand how AI algorithms work Able to create AI algorithms on your own from scratch Understand meta-heuristics
Target audience of this course: Sintético Intelligence I: Basics and Games in Java
Who is the target audience? This course is meant for students or anyone who interested in programming and have some background in basic Java