Machine Learning for Data Mining

Machine Learning for Data Mining

Improve your data mining capabilities with advanced predictive modeling

by Jesus Salcedo

Paperback / softback Publication Date: 30/04/2019

  $60.85
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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

Book DescriptionMachine 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

What you will learn

Hone your model-building skills and create the most accurate models
Understand how predictive machine learning models work
Prepare your data to acquire the best possible results
Combine models in order to suit the requirements of different types of data
Analyze single and multiple models and understand their combined results
Derive worthwhile insights from your data using histograms and graphs

Who this book is forIf you are a data scientist, data analyst, and data mining professional and are keen to achieve a 30% higher salary by adding machine learning to your skillset, then this is the ideal book for you. You will learn to apply machine learning techniques to various data mining challenges. No prior knowledge of machine learning is assumed.
ISBN:
9781838828974
9781838828974
Category:
Data mining
Format:
Paperback / softback
Publication Date:
30-04-2019
Publisher:
Packt Publishing Limited
Country of origin:
United Kingdom
Pages:
252
Dimensions (mm):
92x75mm

This title is in stock with our Australian supplier and arrives at our Sydney warehouse within 2-3 weeks of your order. An overall delivery estimate to you, (arrival time to A&R + delivery via post to your address) can be found below.

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An overall delivery time for this item, including the 2-3 week arrival time to A&R, to your address is:

NSW Metro: 16 - 18 working days.
NSW Regional: 17 -20 working days.
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VIC & SA Regional: 17 -20 working days.
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QLD Regional: 22 - 30 working days.
TAS: 17 - 20 working days.
WA Metro: 19 - 22 working days.
WA Regional: 21 -25 working days.
NT Metro: 21- 25 working days.
NT Regional: 22 - 30 working days.

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