Hands On Data Science and Machine Learning for Geophysics

Abstract

This module aims to provide the hands-on data science and machine learning for Geophysics Engineering students. Data Science and Machine Learning for Geophysics basically 70% theory and 30% practice/hands on. This book only consists of four modules: 1) Data Science and Machine Learning using Orange, 2) Exploratory Data Analysis Using Python, 3) Preprocessing Data and 4) Classifier Algorithms. This module can be used as the supplementary for the main course.