This is a mini-course that Divyanshu (Energy Data Scientist) delivered at one of the most premium Oil & Energy schools - IFP School France.

Following topics have been covered -

1. Math & Stats for Data Science with Oil and Gas context.

2. Python NumPy Pandas basics

3. Decline Curve Analysis

4. Artificial Lift Selection using Supervised Classification learning.

5. Oil Production Forecasting - Using A regression style forecasting model (for intuitive forecasting understanding).


Happy Learning!