# Artificial Intelligence - Probabalistic Models

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Inference Using the Bayes Rule

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

###### 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.

#### Artificial Intelligence - Probabalistic Models

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

## What You Will Learn

#### Probability

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

#### Probability

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

#### Bayes Nets

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

#### Bayes Nets

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

#### 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.

#### 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.

#### Hidden Markov Models

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

#### 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

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

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