The goal of the project is to predict the occurrence of stroke based on the data provided. you are allowed to use any of the below strategies using EXCEL or R software. Use the attached file to perform at least 5 of the following: Simple and Multiple Linear Regression in R Quadratic and/or Categorical Regression in R Creating functions in R Piecewise Linear Regression Model Regression On Large Dataset Forecasting Methods in R-Horizontal Patterns K-mean Clustering Nearest Neighborhood Classification K Nearest Neighborhood (KNN) You are expected to deliver a PowerPoint presentation, Excel files with the data cleaned, and some of the methods performed such as linear regression, and R script including the entire code. The presentation should include pictures from both R and Excel showing some of the results and the steps used. Dataset excel file : File Attached Dataset link : https://www.kaggle.com/datasets/fedesoriano/stroke-prediction-dataset/data You can use the following links to help you with the project: https://youtu.be/x35xZuUuuZ4 https://youtu.be/l8rJ5c_oslE https://www.youtube.com/watch?v=qst0QGBntxc https://youtu.be/onfXC1qe7LI https://youtu.be/HRwDN7LKSHs https://youtu.be/XCGzyhDE3p4 https://www.youtube.com/watch?v=NjKezNZWSLI https://www.youtube.com/watch?v=CnJmc-mW5mM https://www.youtube.com/watch?v=Hnw2gD6wtsg https://www.youtube.com/watch?v=fAhHSzVP-SQ https://www.youtube.com/watch?v=uBFp7_cwFlk https://youtu.be/_S5tvagaQRU https://youtu.be/wE8H-MEHSKs https://www.youtube.com/watch?v=vv1nML_sy0Y&list=PLTrfnl2vPj4q_6th1fe9N5DDVAVHxSyjs https://www.youtube.com/watch?v=ci1tYdyPZ4Y&feature=youtu.be https://www.youtube.com/watch?v=DkLNb0CXw84
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