Exploratory data analysis
The first step will be to carry out an Exploratory Data Analysis (EDA) with the client’s currently available data. The goal is to have a better understanding of what is most relevant and the relationships that exist between the data.
Different techniques will be utilized in order to best analyze the relationship between variables such as main component analysis (PCA), correlation matrices, autoencoders and more.