CONTENTS 1) Introduction 2) What is Predictive Equipment Failure? 3) Source of Data 4) Business Requirements 5) Machine Learning Problem 6) Existing approaches 7) My EDA (Exploratory Data Analysis) and Data Pre-processing 8) First Cut Solution 9) Custom Model and Architecture Explanation 10) Comparison of Models 11) Future Work 12) Profile …