Learn Data Mining Through Excel : A Step-by-Step Approach for Understanding Machine Learning Methods

Hong Zhou

ISBN 10: 1484297709 / ISBN 13: 9781484297704

Verlag: Apress, Apress, 2023

Beschreibung

nach der Bestellung gedruckt Neuware - Printed after ordering - Use popular data mining techniques in Microsoft Excel to better understand machine learning methods. Most software tools and programming language packages take data input and deliver data mining results directly, presenting no insight on working mechanics and creating a chasm between input and output. This is where Excel can help, and this book will show you exactly how.This updated edition demonstrates how to work with data in a transparent manner using Excel. When you open an Excel file, data is visible immediately and you can work with it directly. Yoüll see how to examine intermediate results even as you are still conducting your mining task, offering a deeper understanding of how data is manipulated, and results are obtained. These are critical aspects of the model construction process that are often hidden in software tools and programming language packages.Over the course of Learn Data Mining Through Excel, you will learn the data mining advantages the application offers when the data sets are not too large. Yoüll see how to use Excel¿s built-in features to create visual representations of your data, enabling you to present your findings in an accessible format. Author Hong Zhou walks you through each step, offering not only an active learning experience, but teaching you how the mining process works and how to find hidden patterns within the data.Upon completing this book, you will have a thorough understanding of how to use an application you very likely already have to mine and analyze data, and how to present results in various formats.What You Will LearnComprehend data mining using a visual step-by-step approachGain an introduction to the fundamentals of data miningImplement data mining methods in ExcelUnderstand machine learning algorithmsLeverage Excel formulas and functions creativelyObtain hands-on experience with data mining and ExcelWho This Book Is ForAnyone who is interested in learning data mining or machine learning, especially data science visual learners and people skilled in Excel who would like to explore data science topics and/or expand their Excel skills. A basic or beginner level understanding of Excel is recommended. Bestandsnummer des Verkäufers 9781484297704

Bibliografische Details

Titel: Learn Data Mining Through Excel : A ...

Verlag: Apress, Apress

Erscheinungsdatum: 2023

Einband: Taschenbuch

Zustand: Neu

Auflage: 2. Auflage