Data Analysis & Machine Learning Algorithms for Stock Prediction

Predictive model & returns strategy

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We all are aware of the highly volatile financial market conditions considering the complex and challenging stock market system where gain or loss happens based on right predictions and market analysis. A probabilistic correct prediction can be extremely profitable in the amortized case.

I have taken multiple stocks (Gold, Silver, Crude Oil, USD, Interest rate and Stock index) which may have direct or indirect influence on Gold price. Here, I will show how to apply multiple machine learning (ML) algorithms with varying degrees of success.

A combination of mixed predictive methods combining different machine learning models always beneficial for better prediction.

Data mining & Quantitative Analysis

Below a glimpse of data.