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New York Institute Students Performance in Exams Research Paper

Research Paper Requirements:IntroductionAbstractExplain the Data setVisualize the DataVisualize and analyze the resultsWhat algorithms you are going to use in this researchExplain the code using R StudioRecommendationsFurther AnalysisReferencesPaper should be of 12 pages15 PPT slides explaining about the projectAPA format with Scholarly references and citations Context Marks secured by the students Content This data set consists of the marks secured by the students in various subjects. Acknowledgements Inspiration Understand the influence of the parents background, test preparation etc on students performance Use the student data of test results, create a fictitous variable of pass or fail. Predict whether a student passes or fails using these any classification methodExamples:Check under kernels tab the link above, follow the same steps:Reading the datasetSummarizingVisualizing the dataset , please use visualization 1 ,2,3 or 4 as an example.You can just do 1 visualization and explain why you want to choose only that visualization based on factors such as ethinicity, parental education, test prep course etc.Then summarize about the visualization you didPlot graphs for each visualizationYou may choose bar/box/histogram or scatter which is easily understood by the userNext step is build a model using the visualizationYou can use either decision tree/random forest, linear regression or k means algorithm which ever algorithm will give the best accuracy for the modelExplain why you would choose that particular algorithm and not othersExplain confusion matrix for each of thoseFinal aim is that this dataset should be easily understood by anyone who sees the plots and good for businessMake sure you go through the link below and refer to kernels section for examples and build visualization and model on your ownPlease perform each and every step including reading the dataset

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