Our objective in this notebook is to predict the mpg of a car, given specifications such as weight, cylinder count, etc. 1. Background 1. 1 Purpose The automotive industry is extremely competitive. With increasing fuel prices and picky consumers, automobile makers are constantly optimizing their processes to increase fuel efficiency. But, what if you couldRead More..

The purpose of this notebook is to create a model that identifies prospective clients, which in this dataset are the customers that have subscribed to a particular term deposit product. Table of Contents Data ingestion Exploratory Data Analysis Data preprocessing Model Training Model Testing Conclusion Credits 1. Data Ingestion 1.1 Introduction The purpose of thisRead More..

Our objective in this notebook is to detect whether or not a credit card transaction is fraudulent, given parameters such as the time between transactions, transaction amount, and some obfuscated columns. Table of Contents Background Data ingestion Data preprocessing Exploratory Data Analysis Model Training Testing the Model Conclusion Credits Background Purpose: If you work at aRead More..