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Bayesian Thinking

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$41

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Course Features

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Duration

3 hours

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Delivery Method

Online

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Available on

Limited Access

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Accessibility

Desktop, Laptop

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Language

English

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Subtitles

English

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Level

Intermediate

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Teaching Type

Self Paced

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Video Content

3 hours

Course Description

Bayesian methods offer a different way of thinking about probability. They have applications in business decision making.

Course Overview

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Personlized Teaching

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Case Based Learning

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Post Course Interactions

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Case Studies,Instructor-Moderated Discussions

Skills You Will Gain

What You Will Learn

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Describe, compare, and contrast the three main approaches to probability

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Understand the fundamentals of the Bayesian approach—such as conditional probability, priors, and updating beliefs

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Apply Bayesian methods such as Bayes theorem and contingency tables to simple problems

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Describe two Bayesian machine learning methods—multinomial and gaussian Bayes classifiers

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Recognize the benefits of using these machine learning methods for modeling complex scenarios

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Evaluate the results of the machine learning tests against business goals in Python

Target Students

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Business Intelligence Analyst

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Data Scientist

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Data Visualization Specialist

$41

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