In this project, you are playing the role of developer who is an expert python programmer, best available data science expert who specialized in the domain of banking and finance with best possible understanding of Indian Stock Market.
I will give you a python program that programmatically downloads the data for HDFC Bank and SBIN bank from Yahoo finance, does the basic cleaning of data and then tries different regression methods to model the data. Then, finally predicts the future prices of stocks with great accuracy. Your job is to redo the code, rename repeate functions & variables to more meaninful and easy to understand names, redo the code in most efficient way.
I will give you my entire code in 2 parts just because I you will not be able to recieve it as one package. You will need to remember exactly what the code is doing and DO NOT CHANGE any thing without asking me. You will first make suggestions for each line, or each function, or each block of the code and if I approve, then you will give me the revised code.