Description
Expand Your Knowledge of Artificial Intelligence Expand Your Knowledge of Artificial Intelligence course published by Udacity Academy. Learn essential AI concepts from AI experts like Peter Norvig and Sebastian Theron, including search, optimization, programming, pattern recognition, and more.
Learn the basic algorithms of artificial intelligence. Learn to write programs using fundamental AI algorithms that power everything from NASA’s Mars rover to DeepMind’s AlphaGo Zero. This program teaches you classic artificial intelligence algorithms applied to a variety of common problems.
You will master Bayesian Networks, Hidden Markov Models, and more. Humans use information about problems to narrow down the solutions they consider. In this project you will use a technique called constraint propagation, along with basis search, to develop a program that can efficiently solve any Sudoku. These ideas appear throughout artificial intelligence, and the same techniques have been extended and applied to various problems in bioinformatics, logistics, and operations research.
What you will learn in Expand Your Knowledge of Artificial Intelligence training course:
- An introduction to artificial intelligence
- Classic search
- Automatic scheduling
- Hostile search
- Basics of probabilistic graphical models
Course details
- Publisher: udacity
- teacher: Peter Norvig , Sebastian Thrun , Thad Starner
- English language
- Training level: advanced
- Training duration: 8 hours and 4 minutes
Course headings
Expand Your Knowledge of Artificial Intelligence Course prerequisites
Basic knowledge of linear algebra and calculus.
The ability to apply basic probability and statistics.
Programming experience in Python.
Experience implementing computer science algorithms and object-oriented programming.
The ability to run programs and interpret output from a command line terminal or shell.
You will also need access to a Windows, macOS, or Linux computer with Python 3.4 or later installed, and admin permissions to install new programs.
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Installation guide
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English subtitle
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download link
v2.0.0
Download part 1 – 1 GB
Download part 2 – 584 MB
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