About this Course

This course is a part of the Artificial Intelligence Nanodegree Program.

Skill Level
Advanced
Included in Course
  • Rich Learning Content

  • Interactive Quizzes

  • Taught by Industry Pros

  • Real World Projects

  • Student Support Community

  • Personalized Career Support

Join the Path to Greatness

This course is part of a Nanodegree Program. It is a step towards a new career in Artificial Intelligence.

Nanodegree Course

Artificial Intelligence - Probabalistic Models

by Georgia Institute of Technology

Enhance your skill set and boost your hirability through innovative, independent learning.

Icon steps

What You Will Learn

Lesson 1

Probability

  • Learn to model uncertainty in the real world using probability theory.
Lesson 1

Probability

  • Learn to model uncertainty in the real world using probability theory.
Lesson 2

Bayes Nets

  • Learn to encode probability distributions using compact graphical models that enable efficient analysis.
Lesson 2

Bayes Nets

  • Learn to encode probability distributions using compact graphical models that enable efficient analysis.
Lesson 3

Inference in Bayes Nets

  • In this lesson, you will learn about probabilistic inference using Bayes Nets, i.e. how to answer questions that you are interested in, given certain inputs.
Lesson 3

Inference in Bayes Nets

  • In this lesson, you will learn about probabilistic inference using Bayes Nets, i.e. how to answer questions that you are interested in, given certain inputs.
Lesson 4

Hidden Markov Models

  • Learn to process sequences and time-series data using Hidden Markov Models.
Lesson 4

Hidden Markov Models

  • Learn to process sequences and time-series data using Hidden Markov Models.

Prerequisites and Requirements

Graph Theory, Set Theory, Probability and Statistics, Linear Algebra, and Python

See the Technology Requirements for using Udacity.

Why Take This Course

In this Probabalistic Models course, you will learn Bayesian Networks, Hidden Markov Models, and Model Selection.

What do I get?
  • Instructor videos
  • Learn by doing exercises
  • Taught by industry professionals
Icon globe

Udacity 现已提供中文版本! A Udacity tem uma página em português para você! There's a local version of Udacity for you! Sprechen Sie Deutsch?

Besuchen Sie de.udacity.com und entdecken Sie lokale Angebote, unsere Partnerunternehmen und Udacitys deutschsprachigen Blog.

前往优达学城中文网站 Ir para a página brasileira Go to Indian Site Icon flag de Zu de.udacity.com continue in English