Need an expert who could answer questions about Matlab, Machine Learning and creat mathematical model

Need an expert who could answer those questions in the file. The ddl is 18th April 9 am (London time). There is no clear word count, as long as the questions are answered.

Please see all the contents of the course in google drive:
https://drive.google.com/file/d/1GKXYO3pG_XU5K_mp0y0mXoJI7xbcY_vk/view?usp=sharing