# A/B Testing, Bayesian Networks, & Support Vector Machine

Predictive Analytics    |    Intermediate
• 11 videos | 41m 47s
• Includes Assessment
Rating 4.5 of 6 users (6)
At the core of predictive analytics lie the models used to make predictions after the data has been collected and preprocessed. Explore predictive techniques, including A/B testing, Bayesian Networks, and the support vector machine (SVM).

## WHAT YOU WILL LEARN

• Recognize what a/b testing is and where it is applicable
Establish an a/b test hypothesis and determine what to test
Implement a/b testing for web site optimization
Recognize key features of naïve bayes
Calculate the probability of an event occurring with naïve bayes
Identify various limitations of naïve bayes
• Recognize features of bayesian belief networks
Identify features of support vector machines
Recognize how to transform linear non-separable data to linear separable data
Determine the optimal hyperplane
Predict outcomes using a/b testing

## IN THIS COURSE

• After completing this video, you will be able to recognize what A/B testing is and where it can be used.
• In this video, you will learn how to establish an A/B test hypothesis and determine what to test.
• 3.  Implementing A/B Testing
Learn how to implement A/B testing for website optimization.
• 4.  Naïve Bayes Overview
Upon completion of this video, you will be able to recognize key features of Naive Bayes.
• 5.  Predicting Outcomes with Naïve Bayes
In this video, find out how to calculate the probability of an event occurring with Naive Bayes.
• 6.  Limitations of Naïve Bayes
In this video, find out how to identify various limitations of Naive Bayes.
• 7.  Bayesian Belief Networks
Upon completion of this video, you will be able to recognize features of Bayesian Belief Networks.
• 8.  Support Vector Machines Overview
In this video, learn how to identify features of Support Vector Machines.
• 9.  Data Transformation Techniques
After completing this video, you will be able to recognize how to transform linear non-separable data into linear separable data.
• 10.  Determining the Optimal Hyperplane
In this video, learn how to determine the optimal hyperplane.
• 11.  Exercise: Use A/B Testing
During this video, you will learn how to predict outcomes using A/B testing.

## EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE

Skillsoft is providing you the opportunity to earn a digital badge upon successful completion on some of our courses, which can be shared on any social network or business platform.

Digital badges are yours to keep, forever.

## YOU MIGHT ALSO LIKE

Rating 4.6 of 8 users (8)
Rating 5.0 of 1 users (1)

## PEOPLE WHO VIEWED THIS ALSO VIEWED THESE

Rating 4.3 of 770 users (770)
Rating 4.5 of 12 users (12)
Rating 4.0 of 30 users (30)