Udemy - A.I. and Combinatorial Optimization with Meta-Heuristics

A.I. and Combinatorial Optimization with Meta-Heuristics



https://DevCourseWeb.com

Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 3.61 GB | Duration: 13h 6m

Graph Algorithms, Genetic Algorithms, Simulated Annealing, Swarm Intelligence, Heuristics and Meta-Heuristics

What you'll learn
understand why artificial intelligence is important
understand pathfinding algorithms (BFS, DFS and A* search)
understand heuristics and meta-heuristics
understand genetic algorithms
understand particle swarm optimization
understand simulated annealing

Description
This course is about the fundamental concepts of artificial intelligence and meta-heuristics with Python. 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. We may construct algorithms that can have a very good guess about stock price movement in the market.