Data Mining and Predictive Analytics for Business Decisions
Language: English
Published by Mercury Learning and Information, 2023
- Softcover
- New
Seller: PBShop.store UK, Fairford, GLOS, United KingdomPBShop.store UK
AbeBooks seller since June 11, 1999
Condition: New
£ 38.33
Quantity: Over 20 available
Add to basketItem description from seller
New Book. Shipped from UK. Established seller since 2000.
Seller Inventory # L2-9781683926757
- Title
- Data Mining and Predictive Analytics for Business Decisions
- Author
- Andres Fortino
- Publisher
- Mercury Learning and Information
- Publication year
- 2023
- Condition
- New
- Binding
- PAP
- Language
- English
- ISBN 10
- 1683926757
- ISBN 13
- 9781683926757
- Item weight
- 631 grams
With many recent advances in data science, we have many more tools and techniques available for data analysts to extract information from data sets. This book will assist data analysts to move up from simple tools such as Excel for descriptive analytics to answer more sophisticated questions using machine learning. Most of the exercises use R and Python, but rather than focus on coding algorithms, the book employs interactive interfaces to these tools to perform the analysis. Using the CRISP-DM data mining standard, the early chapters cover conducting the preparatory steps in data mining: translating business information needs into framed analytical questions and data preparation. The Jamovi and the JASP interfaces are used with R and the Orange3 data mining interface with Python. Where appropriate, Voyant and other open-source programs are used for text analytics. The techniques covered in this book range from basic descriptive statistics, such as summarization and tabulation, to more sophisticated predictive techniques, such as linear and logistic regression, clustering, classification, and text analytics. Includes companion files with case study files, solution spreadsheets, data sets and charts, etc. from the book.
Features:
- Covers basic descriptive statistics, such as summarization and tabulation, to more sophisticated predictive techniques, such as linear and logistic regression, clustering, classification, and text analytics
- Uses R, Python, Jamovi and JASP interfaces, and the Orange3 data mining interface
- Includes companion files with the case study files from the book, solution spreadsheets, data sets, etc.
"Synopsis" may belong to another edition of this title.
About the Author
"About the title" may belong to another edition of this title.
PBShop.store UK
Fairford, GLOS, United Kingdom
AbeBooks seller since June 11, 1999
Shipping rates from United Kingdom to U.S.A.
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