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Learning activity 7 Learn the required content of this unit, and conduct your re
Home » Business and Management  »  Learning activity 7 Learn the required content of this unit, and conduct your re
Learning activity 7 Learn the required content of this unit, and conduct your re
Learning activity 7 Learn the required content of this unit, and conduct your research to answer the following questions in this discussion forum: Describe the Naive Bayes Classifier algorithm and its uses, what is the suitable data scale (level) of predicted outcome in Naive Bayes Classifier? What is the data scale (level) of predictor variables in Naive Bayes Classifier? Describe the KNN algorithm and its uses, what is the data suitable scale (level) of predicted outcome in KNN? What is the data Scale (level) of predictor variables in KNN? Provide unique examples of business situations that you would use Naive Bayes Classifier or KNN for making decisions such as classifying your potential customers. Videos Topic Access Naïve Bayes Classifier - Fun and Easy Machine Learning (12 min) https://www.youtube.com/watch?v=CPqOCI0ahss Example of Naive Bayes Classifier in R (64 min optional) https://www.youtube.com/watch?v=psHrcSacU9Y Naive Bayes Classifier (4 min) https://www.youtube.com/watch?v=Pz6xX6rK5M4&list=PLBv09BD7ez_4_UoYeGrzvqveIR_USBEKD KNN Algorithm Using R | KNN Algorithm Example (24 min) https://www.youtube.com/watch?v=XSoau_q0kz8 KNN Algorithm - How KNN Algorithm Works With Example (First 10 min) https://www.youtube.com/watch?v=4HKqjENq9OU K-Nearest Neighbour (KNN) with R | Classification (20 min) https://www.youtube.com/watch?v=tSPg-JDAF4M Tutorials Topic Access Naive Bayes Classification Simple Explanation http://www.learnbymarketing.com/methods/naive-bayes-classification/ Naive Bayes in R Tutorial http://www.learnbymarketing.com/tutorials/naive-bayes-in-r/ Naive Bayes Classifier: theory and R example https://rpubs.com/riazakhan94/naive_bayes_classifier_e1071 Understanding Naïve Bayes Classifier Using R https://www.r-bloggers.com/understanding-naive-bayes-classifier-using-r/ k-Nearest Neighbors https://daviddalpiaz.github.io/r4sl/knn-reg.html#k-nearest-neighbors k-Nearest Neighbors https://www.datacamp.com/community/tutorials/machine-learning-in-r k-Nearest Neighbors https://www.analyticsvidhya.com/blog/2015/08/learning-concept-knn-algorithms-programming/ A Practical Implementation of KNN Algorithm In R https://www.edureka.co/blog/knn-algorithm-in-r/ Assignments

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