You are required to develop a ML model based on the dataset that given. Your technical report should contain : 1) Front page (My details)2) Introduction (brief intro on data preparation/EDA, data...

You are required to develop a ML model based on the dataset that given. Your technical report should contain : 1) Front page (My details)2) Introduction (brief intro on data preparation/EDA, data training and testing and your selected model)3) Step by step explanation (include Text in your notebook) 4) Source code and its respective output (including graphs and plots) 5) Result — Accuracy, Sensitivity, Specificity Optimization : Once you are done with your code, please vary the following parameter and observed whether there are any changes to your prediction accuracy. 1, Vary the random state value ( 0, 1,2,4,5,6,7,8,9,10) and state which value produce the highest accuracy for your dataset. ii. Using the optimum random state value and test size = 0.4 6) Discussion and conclusionNotes : Do that on google colab , The final answer must be google colab link and PDF report