Machine Learning in the Oil and Gas Industry: Including Geosciences, Reservoir Engineering, and Production Engineering with Python

© Yogendra Narayan Pandey, Ayush Rastogi, Sribharath Kainkaryam, Srimoyee Bhattacharya, and Luigi Saputelli 2020

Y. N. Pandey et al.Machine Learning in the Oil and Gas Industry https://doi.org/10.1007/978-1-4842-6094-4_3

3. Overview of Machine Learning and Deep Learning Concepts

Yogendra Narayan Pandey¹ , Ayush Rastogi², Sribharath Kainkaryam¹, Srimoyee Bhattacharya¹ and Luigi Saputelli¹

(1)

Houston, TX, USA

(2)

Denver, CO, USA

 

In this chapter, we focus on exploring the realms of machine learning and deep learning algorithms. Datasets from the previous chapter are used in this chapter as well. In addition, we introduce some new public datasets to build machine learning and deep learning models. In the previous chapter, you learned the basic concepts ...