A/B Testing, Bayesian Networks, & Support Vector Machine
Predictive Analytics
| Intermediate
- 11 videos | 41m 47s
- Includes Assessment
- Earns a Badge
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
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recognize what A/B testing is and where it is applicableestablish an A/B test hypothesis and determine what to testimplement A/B testing for web site optimizationrecognize key features of Naïve Bayescalculate the probability of an event occurring with Naïve Bayesidentify various limitations of Naïve Bayes
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recognize features of Bayesian Belief Networksidentify features of Support Vector Machinesrecognize how to transform linear non-separable data to linear separable datadetermine the optimal hyperplanepredict outcomes using A/B testing
IN THIS COURSE
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4m 17sAfter completing this video, you will be able to recognize what A/B testing is and where it can be used. FREE ACCESS
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4m 57sIn this video, you will learn how to establish an A/B test hypothesis and determine what to test. FREE ACCESS
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3m 17sLearn how to implement A/B testing for website optimization. FREE ACCESS
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3m 32sUpon completion of this video, you will be able to recognize key features of Naive Bayes. FREE ACCESS
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4m 54sIn this video, find out how to calculate the probability of an event occurring with Naive Bayes. FREE ACCESS
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4m 19sIn this video, find out how to identify various limitations of Naive Bayes. FREE ACCESS
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3m 15sUpon completion of this video, you will be able to recognize features of Bayesian Belief Networks. FREE ACCESS
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3m 54sIn this video, learn how to identify features of Support Vector Machines. FREE ACCESS
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3m 4sAfter completing this video, you will be able to recognize how to transform linear non-separable data into linear separable data. FREE ACCESS
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3m 2sIn this video, learn how to determine the optimal hyperplane. FREE ACCESS
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3m 17sDuring this video, you will learn how to predict outcomes using A/B testing. FREE ACCESS
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
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