Applied Predictive Modeling: An Overview by Steven Taylor | Free Audiobook

Listen to full audiobooks for free on : https://hotaudiobook.com/free Title: Applied Predictive Modeling: An Overview Author: Steven Taylor Narrator: William Bahl Format: Unabridged Length: 1 hr and 53 mins Language: English Release date: 09-27-17 Publisher: Steven Taylor Genres: Science & Technology, Physics Summary: Predictive modeling uses statistics in order to predict outcomes. However, predictive modeling can be applied to events regardless of time of occurrence. When it comes to the applications of predictive modeling, techniques are used in various fields including algorithmic trading, uplift modeling, archaeology, health care, customer relationship management, and many others. This book covers the predictive modeling process with fundamental steps of the process, data preprocessing, data splitting and crucial steps of model tuning and improving model performance. Further, the book will introduce you to the most common classification and regression techniques including logistic regression which is widely used when it comes to the finding the probability of event success or event failure. You will get to know the common predictive modeling techniques as well such as stepwise regression, polynomial regression, and ridge regression which will help you when you are dealing with the data that suffers from very common multicollinearity where independent variables are highly correlated. What you will learn in Applied Predictive Modeling: Listen to this book now and learn more about applied predictive modeling! Contact: [email protected]