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Download Machine Learning for Data Mining: Improve your data mining capabilities with advanced predictive modeling free book as epub format

Machine Learning for Data Mining: Improve your data mining capabilities with advanced predictive modeling

Get efficient in performing data mining and machine learning using IBM SPSS Modeler Key Features Learn how to apply machine learning techniques in the field of data science Understand when to use different data mining techniques, how to set up different analyses, and how to interpret the results A step-by-step approach to improving model development and performance This link for educational purpose only. Please remove file from your computer after familiarization.

Book Description

Machine learning (ML) combined with data mining can give you amazing results in your data mining work by empowering you with several ways to look at data. This book will help you improve your data mining techniques by using smart modeling techniques.

This book will teach you how to implement ML algorithms and techniques in your data mining work. It will enable you to pair the best algorithms with the right tools and processes. You will learn how to identify patterns and make predictions with minimal human intervention. You will build different types of ML models, such as the neural network, the Support Vector Machines (SVMs), and the Decision tree. You will see how all of these models works and what kind of data in the dataset they are suited for. You will learn how to combine the results of different models in order to improve accuracy. Topics such as removing noise and handling errors will give you an added edge in model building and optimization.

By the end of this book, you will be able to build predictive models and extract information of interest from the dataset

Book year:

Book pages: 252

ISBN: 1838828974

Book language: en

File size: 33.47 MB

File type: epub

Published: 03 November 2019 - 13:00