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In recent years, a lot of people have been trying to invest in the public market in order to create either capital gains or cash flow. The following academic research has been designed using Forecasting and Predictive analytics within the commodities market. It is based on a client of our company (hypothetical) who would like to invest an amount of his money in such a market. In the following academic report, you will become aware of firstly research around related topics, secondly the forecasting and predictive modelling on our dataset, then our discussion and recommendations based on our findings, and finally what our future plans and what the limitations that we have faced during this analysis. We will conclude with our ethical and legal issues statement. The data used for this project was extracted from Kaggle an online public source.