Integral Maths Binomial Distribution Topic Assessment Answers

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The course is designed to strengthen and reinforce knowledge acquired from the graduate level course on data modeling, analysis and manipulation and the graduate level course on data visualization and analysis. The course starts from an overview of basic concepts and terminates with the advanced topics such as, linear regression, outlier detection, statistical data mining, principal component analysis, feature selection, principal component analysis, cluster analysis, hierarchical clustering, k-means clustering, k-nearest neighbors, decision trees, Naive Bayes, random forest, support vector machines and logistic regression. Two modules on software will be provided in this course. The first module includes the popular statistical packages for data analysis such as R, SAS, SPSS, etc. The second module includes the popular visualization and data mining software such as the RapidMiner, http://rapidminer.com/ and the RapidMiner Studio http://rapidminer.com/studio/ .

Students in most of the IB Maths courses, including Mathematics and Applications and Mathematics and Models, will be required to do one or more of the external assessments listed below. Students in the IB Differentiated Course will have to do their IA coursework differently, and are not eligible for an external assessment in mathematics, except for the IB Higher Level Mathematics course, where they are expected to write a Master's thesis. The IB Higher Level Mathematics course involves a number of different approaches, as listed below. The course also involves a large number of coursework topics. Students should study a list of topics in their IB Mathematics course, and if it is not specified in the course, should be able to do one or more of the following: multiple-choice questions, essay questions, scientific models, computer programming, and mathematical modelling. Students who wish to take IB Maths at Higher Level are required to write a Master's thesis. This is not the same as an IB Higher Level Mathematics course, which is the only one which offers a Master's degree.

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