Data Warehouse and Data Mining
eBook - ePub

Data Warehouse and Data Mining

Concepts, techniques and real life applications (English Edition)

Dr. Jugnesh Kumar

Share book
  1. English
  2. ePUB (mobile friendly)
  3. Available on iOS & Android
eBook - ePub

Data Warehouse and Data Mining

Concepts, techniques and real life applications (English Edition)

Dr. Jugnesh Kumar

Book details
Table of contents
Citations

About This Book

Unveiling insights, unleashing potential: Navigating the depths of data warehousing and mining for a data-driven tomorrow

Key Features
? Explore concepts ranging from fundamentals to advanced techniques of data warehouses and data mining.
? Translate business questions into actionable strategies to make informed decisions.
? Gain practical implementation guidance for hands-on learning.

Description
Data warehouse and data mining are essential technologies in the field of data analysis and business intelligence. Data warehouse provides a centralized repository of structured data and facilitates data storage and retrieval. Data mining, on the other hand, utilizes various algorithms and techniques to extract valuable patterns, trends, and insights from large datasets.The book explains the ins and outs of data warehousing by discussing its principles, benefits, and components, differentiating it from traditional databases. The readers will explore warehouse architecture, learn to navigate OLTP and OLAP systems, grasping the crux of the difference between ROLAP and MOLAP. The book is designed to help you discover data mining secrets with techniques like classification and clustering. You will be able to advance your skills by handling multimedia, time series, and text, staying ahead in the evolving data mining landscape.By the end of this book, you will be equipped with the skills and knowledge to confidently translate business questions into actionable strategies, extracting valuable insights for informed decisions.

What you will learn
? Designing and building efficient data warehouses.
? Handling diverse data types for comprehensive insights.
? Mastering various data mining techniques.
? Translating business questions into mining strategies.
? Techniques for pattern discovery and knowledge extraction.

Who this book is for
From aspiring data analysts, data professionals, IT managers, to business intelligence practitioners, this book caters to a diverse audience.

Table of Contents
1. Introduction to Data Warehousing
2. Data Warehouse Process and Architecture
3. Data Warehouse Implementation
4. Data Mining Definition and Task
5. Data Mining Query Languages
6. Data Mining Techniques
7. Mining Complex Data Objects

Frequently asked questions

How do I cancel my subscription?
Simply head over to the account section in settings and click on “Cancel Subscription” - it’s as simple as that. After you cancel, your membership will stay active for the remainder of the time you’ve paid for. Learn more here.
Can/how do I download books?
At the moment all of our mobile-responsive ePub books are available to download via the app. Most of our PDFs are also available to download and we're working on making the final remaining ones downloadable now. Learn more here.
What is the difference between the pricing plans?
Both plans give you full access to the library and all of Perlego’s features. The only differences are the price and subscription period: With the annual plan you’ll save around 30% compared to 12 months on the monthly plan.
What is Perlego?
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.
Do you support text-to-speech?
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.
Is Data Warehouse and Data Mining an online PDF/ePUB?
Yes, you can access Data Warehouse and Data Mining by Dr. Jugnesh Kumar in PDF and/or ePUB format, as well as other popular books in Informatik & Datenverarbeitung. We have over one million books available in our catalogue for you to explore.

Information

Year
2024
ISBN
9789355517340

Table of contents