Prepare presentation on XGBoost

I need someone to prepare a presentation on ML XGBoost numerical Regression model. The presentation must include (1) manually recompute the prediction value done by XGB model (using a simplified example with few decisions tree) and (2) show the computation on how the split value of trees were computed. You may create a simple XGB model using your dummy dataset for this project.

You must have an excellent knowledge on the mathematics behind the XGB logarithm in order to complete this project.

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