Name: Syed Muhammad Amir
Type: User
Company: Texas Tech University
Bio: M.S. (Petroleum Engineering) Graduate, Texas Tech University working on applications of Data Science in Petroleum Engineering
Location: Lubbock, TX, USA
Blog: https://www.linkedin.com/in/syed-muhammad-amir-212a6392/
Syed Muhammad Amir's Projects
2-D demonstration of heat propagation from a heat source with a heat sink in an insulated system
A geological log data from a well in Kansas, USA is analyzed using Machine Learning (M.L.) techniques in Python. The data is overviewed, cleaned and analyzed for important patterns and relationships with which we found relationships of logs with each other and correlation of types of formations with the logs. Using this, we can eliminate the use of logs which are correlated or have no relative importance to the type of formation when we have prior geological knowledge of the area. Also, predictions of formation type were made successfully once the data is trained with the M.L. algorithms.