Home > General > Data Mining And Business Intelligence (Includes Practicals)
24%
Data Mining And Business Intelligence (Includes Practicals)

Data Mining And Business Intelligence (Includes Practicals)

          
5
4
3
2
1

Out of Stock


Premium quality
Premium quality
Bookswagon upholds the quality by delivering untarnished books. Quality, services and satisfaction are everything for us!
Easy Return
Easy return
Not satisfied with this product! Keep it in original condition and packaging to avail easy return policy.
Certified product
Certified product
First impression is the last impression! Address the book’s certification page, ISBN, publisher’s name, copyright page and print quality.
Secure Checkout
Secure checkout
Security at its finest! Login, browse, purchase and pay, every step is safe and secured.
Money back guarantee
Money-back guarantee:
It’s all about customers! For any kind of bad experience with the product, get your actual amount back after returning the product.
On time delivery
On-time delivery
At your doorstep on time! Get this book delivered without any delay.
Notify me when this book is in stock
Add to Wishlist

About the Book

The book introduces the concept of data mining as an important tool for enterprise data management and as a cutting edge technology for building competitive advantage. The readers will be able to effectively identify sources of data and process it for data mining and become well versed in all data mining algorithms, methods and tools. The coverage of the book will help you to analytically identify opportunities to derive business value from data.

· Introduction to Data Mining
· Data Exploration
· Data Preprocessing
· Classification
· Clustering
· Outlier Analysis
· Frequent Pattern Mining
· Introduction to Business Intelligence
· Decision Support System
· BI and Data Mining Applications

About the Author

S. K. Shinde is a Professor at Lokmanya Tilak College of Engineering, Navi Mumbai. Currently, he is working in the field of Programming; Web Mining; Frequent Pattern Discovery and Integration of domain knowledge, such as ontologies in the mining process and benefits of patterns in web personalized recommendations for ebusiness. Uddagiri Chandrasekhar has over 9 years of experience in software industry and academics. Currently working as Assistant professor-senior at VIT University, Vellore. He has few International publications and his active area of research is in Data Mining.



Table of Contents:
Chapter 1: Introduction to Data Mining 1.1 Definition of Data Mining 1.2 How Does Data Mining Work? 1.3 Architecture of Data Mining 1.4 Kinds of Data that can be mined 1.5 Data Mining Functionalities 1.6 Types of Data Mining Systems 1.7 Advantages of Data Mining 1.8 Disadvantages of Data Mining 1.9 Ethical Issues in Data Mining Chapter 2: Data Exploration 2.1 Data 2.2 Data Visualization Chapter 3: Data Preprocessing 3.1 Why Preprocessing? 3.2 Data Cleaning 3.3 Data Integration 3.4 Data Reduction 3.5 Data Transformation 3.6 Data Discretization and Concept Hierarchy Generation Chapter 4: Classification 4.1 Basic Concepts 4.2 Classification Methods 4.3 Prediction 4.4 Model Evaluation and Selection 4.5 Combining Classifiers (Ensemble Methods) Chapter 5: Clustering 5.1 Introducing Cluster Analysis 5.2 Clustering Methodologies Chapter 6: Outlier Analysis 6.1 Real-World Applications 6.2 Types of Outliers 6.3 Outlier Challenges 6.4 Outlier Detection Approaches 6.5 Outlier Detection Methods 6.6 Proximity-Based Outlier Analysis 6.7 Clustering-Based Outlier Analysis Chapter 7: Frequent Pattern Mining 7.1 Market Basket Analysis 7.2 Efficient and Scalable Frequent Item set Mining Methods 7.3 Mining Multilevel and Multidimensional Association Rules 7.4 Association Mining to Correlation Analysis Chapter 8: Introduction to Business Intelligence 8.1 Data, Information and Knowledge 8.2 Defining Business Intelligence 8.3 Important Factors in Business Intelligence 8.4 Business Intelligence Architecture 8.5 Business Intelligence Framework 8.6 Role of Mathematical Models in BI 8.7 Factors Responsible for a Successful BI Project 8.8 Development of BI System 8.9 Obstacles to Business Intelligence in an Organization 8.10 Ethics and Business Intelligence Chapter 9: Decision Support System 9.1 Concept of Decision Making 9.2 Techniques of Decision Making 9.3 Understanding Decision Support System (DSS) 9.4 Evolution of Information System 9.5 Development of Decision Support System 9.6 Application of DSS 9.7 Role of Business Intelligence in Decision Making Chapter 10: BI and Data Mining Applications 10.1 ERP and Business Intelligence 10.2 BI Applications in CRM 10.3 BI Applications in Marketing 10.4 BI Applications in Logistics and Production 10.5 Role of BI in Finance 10.6 BI Applications in Banking 10.7 BI Applications in Telecommunications 10.8 BI Applications in Fraud Detection 10.9 BI Applications in Clickstream Mining 10.10 BI Applications in the Retail Industry Summary Review Exercise Multiple Choice Questions Descriptive Questions Practicals Index


Best Sellers



Product Details
  • ISBN-13: 9789351197188
  • Publisher: Dreamtech Press
  • Binding: Paperback
  • No of Pages: 380
  • ISBN-10: 9351197182
  • Publisher Date: 2014
  • Language: English

Related Categories

Similar Products

How would you rate your experience shopping for books on Bookswagon?

Add Photo
Add Photo

Customer Reviews

REVIEWS           
Click Here To Be The First to Review this Product
Data Mining And Business Intelligence (Includes Practicals)
Dreamtech Press -
Data Mining And Business Intelligence (Includes Practicals)
Writing guidlines
We want to publish your review, so please:
  • keep your review on the product. Review's that defame author's character will be rejected.
  • Keep your review focused on the product.
  • Avoid writing about customer service. contact us instead if you have issue requiring immediate attention.
  • Refrain from mentioning competitors or the specific price you paid for the product.
  • Do not include any personally identifiable information, such as full names.

Data Mining And Business Intelligence (Includes Practicals)

Required fields are marked with *

Review Title*
Review
    Add Photo Add up to 6 photos
    Would you recommend this product to a friend?
    Tag this Book
    Read more
    Does your review contain spoilers?
    What type of reader best describes you?
    I agree to the terms & conditions
    You may receive emails regarding this submission. Any emails will include the ability to opt-out of future communications.

    CUSTOMER RATINGS AND REVIEWS AND QUESTIONS AND ANSWERS TERMS OF USE

    These Terms of Use govern your conduct associated with the Customer Ratings and Reviews and/or Questions and Answers service offered by Bookswagon (the "CRR Service").


    By submitting any content to Bookswagon, you guarantee that:
    • You are the sole author and owner of the intellectual property rights in the content;
    • All "moral rights" that you may have in such content have been voluntarily waived by you;
    • All content that you post is accurate;
    • You are at least 13 years old;
    • Use of the content you supply does not violate these Terms of Use and will not cause injury to any person or entity.
    You further agree that you may not submit any content:
    • That is known by you to be false, inaccurate or misleading;
    • That infringes any third party's copyright, patent, trademark, trade secret or other proprietary rights or rights of publicity or privacy;
    • That violates any law, statute, ordinance or regulation (including, but not limited to, those governing, consumer protection, unfair competition, anti-discrimination or false advertising);
    • That is, or may reasonably be considered to be, defamatory, libelous, hateful, racially or religiously biased or offensive, unlawfully threatening or unlawfully harassing to any individual, partnership or corporation;
    • For which you were compensated or granted any consideration by any unapproved third party;
    • That includes any information that references other websites, addresses, email addresses, contact information or phone numbers;
    • That contains any computer viruses, worms or other potentially damaging computer programs or files.
    You agree to indemnify and hold Bookswagon (and its officers, directors, agents, subsidiaries, joint ventures, employees and third-party service providers, including but not limited to Bazaarvoice, Inc.), harmless from all claims, demands, and damages (actual and consequential) of every kind and nature, known and unknown including reasonable attorneys' fees, arising out of a breach of your representations and warranties set forth above, or your violation of any law or the rights of a third party.


    For any content that you submit, you grant Bookswagon a perpetual, irrevocable, royalty-free, transferable right and license to use, copy, modify, delete in its entirety, adapt, publish, translate, create derivative works from and/or sell, transfer, and/or distribute such content and/or incorporate such content into any form, medium or technology throughout the world without compensation to you. Additionally,  Bookswagon may transfer or share any personal information that you submit with its third-party service providers, including but not limited to Bazaarvoice, Inc. in accordance with  Privacy Policy


    All content that you submit may be used at Bookswagon's sole discretion. Bookswagon reserves the right to change, condense, withhold publication, remove or delete any content on Bookswagon's website that Bookswagon deems, in its sole discretion, to violate the content guidelines or any other provision of these Terms of Use.  Bookswagon does not guarantee that you will have any recourse through Bookswagon to edit or delete any content you have submitted. Ratings and written comments are generally posted within two to four business days. However, Bookswagon reserves the right to remove or to refuse to post any submission to the extent authorized by law. You acknowledge that you, not Bookswagon, are responsible for the contents of your submission. None of the content that you submit shall be subject to any obligation of confidence on the part of Bookswagon, its agents, subsidiaries, affiliates, partners or third party service providers (including but not limited to Bazaarvoice, Inc.)and their respective directors, officers and employees.

    Accept

    New Arrivals



    Inspired by your browsing history


    Your review has been submitted!

    You've already reviewed this product!