Regarding MLE,MAP and KNN

Job ID: 35994792

Budget: $30 – $250 USD

I have project on Machine Learning regarding MLE,MAP and KNN algorithm. I have required data for the questions and I need coding for the given questions . Some of them are. Derivatives and some of them are coding. I need as soon as possible. I am attaching the description file and instructions below.
Instructions:
You need to submit your writeup and the code (including instructions on how to run the code). You can submit everything as one zip file.

Make sure you include your intermediate steps in the writeup.

Make sure you document your code and that you submit it as separate code files (not as part of the writeup).