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Introduction to Data Mining and Analytics
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Located in: Roanoke, Virginia, United States
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Item specifics
- Condition
- ISBN
- 9781284180909
- Publication Name
- Data Mining and Analytics with Navigate 2 Premier Access
- Item Length
- 9.1in
- Publisher
- Jones & Bartlett Learning, LLC
- Publication Year
- 2020
- Type
- Textbook
- Format
- Trade Paperback
- Language
- English
- Item Height
- 0.9in
- Features
- New Edition
- Item Width
- 7.4in
- Item Weight
- 31.1 Oz
- Number of Pages
- 668 Pages
About this product
Product Information
Data Mining and Analytics provides a broad and interactive overview of a rapidly growing field. The exponentially increasing rate at which data is generated creates a corresponding need for professionals who can effectively handle its storage, analysis, and translation. With a dual focus on concepts and operations, this text comprises a complete how-to and is an excellent resource for anyone considering the field. Case studies and hands-on activities incorporate real-world data sets and allow students the opportunity to exercise their new skills. Our Cloud Desktop integrates popular data mining tools, giving students a valuable familiarity with industry-standard applications. After defining the concepts of data mining and machine learning, Data Mining and Analytics delves into the types of databases, their respective relevance and popularity, and the trends that affect their use. The importance of data visualization for communication purposes is explored, as are the processes of data cleansing, clustering, and classification. Excel, SQL, NoSQL, Python, and R programming all receive in-depth treatments, supplemented with hands-on exercises. Operations covered in earlier chapters are given real-world context through a practical application to the current issues of "big data" and of text and image data mining. The text concludes by describing an analyst's steps from planning through execution, ensuring that readers gain the technical know-how to launch, lead, or support a data project in the workplace.
Product Identifiers
Publisher
Jones & Bartlett Learning, LLC
ISBN-10
1284180905
ISBN-13
9781284180909
eBay Product ID (ePID)
15038449485
Product Key Features
Publication Name
Data Mining and Analytics with Navigate 2 Premier Access
Format
Trade Paperback
Language
English
Features
New Edition
Publication Year
2020
Type
Textbook
Number of Pages
668 Pages
Dimensions
Item Length
9.1in
Item Height
0.9in
Item Width
7.4in
Item Weight
31.1 Oz
Additional Product Features
Lc Classification Number
Qa76.9.D343j36 2021
Edition Description
New Edition
Table of Content
Chapter 1 Data Mining and Analytics Chapter 2 Machine Learning Chapter 3 Databases Chapter 4 Data Visualization Chapter 5 Keep Excel in Your Toolkit Chapter 6 SQL Chapter 7 NoSQL Data Analytics Chapter 8 Programming Data Analytics Chapter 9 Data Preprocessing and Cleansing Chapter 10 Clustering Chapter 11 Classification Chapter 12 Predictive Analytics Chapter 13 Data Association Chapter 14 Mining Text and Images Chapter 15 Big Data Analytics Chapter 16 Planning Data Projects
Copyright Date
2021
Topic
Desktop Applications / Databases, General
Lccn
2019-955670
Illustrated
Yes
Genre
Computers, Mathematics
Item description from the seller
Seller assumes all responsibility for this listing.
eBay item number:364890992895
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Roanoke, Virginia, United States
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