I’m writing my master thesis. It is about usage of AI and Big data to analyse stock market data. I’m studying IT so I have to create a working ML model and get some real output out of it.
My vision for the thesis is:
Analyse stock companies financial statements (in PDF) and get insights from it such as financial results and future predictions
Analyse company stock results per quarter and per year
Compare financial statements insights with stock results and get final verdicts like was company right in their future prediction ? Will the company grow within next quarter/year ? Is their stock overpriced ?
Of course analysis and comparations is supposed to be do by one ML model or few ML models specialiased in certain areas.