Titel: Data Warehouse and Data Mining: Concepts, techniques and real life applications (English Edition)
Verlag: Bpb Publications
Erscheinungsjahr: 2024
Sprache: Englisch
ISBN-10: 9355517343
ISBN-13: 9789355517340
Einband: Paperback
Zustand: Very Good
Zustand des Schutzumschlags: No Jacket

�ber diesen Titel

Inhaltsangabe

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

�ber die Autorin bzw. den Autor

Dr. Jugnesh Kumar is working as a professor in the Computer Science and Engineering department at Echelon Institute of Technology, Faridabad. He has more than 18 years of teaching experience. He holds an M.Tech and PhD in computer science and engineering.

��ber diesen Titel� kann sich auf eine andere Ausgabe dieses Titels beziehen.

Anbieterinformationen

ThriftBooks is a fully independent seller of used books, having sold more than 160 million used and new books since we started in 2003. Each quality used book is sorted, graded, shelved and shipped by hand by our team of dedicated employees in our seven warehouses across the US. We have the best selection of books, in the right condition and format, at everyday low prices. We also have a dedicated, US-based Customer Service team, ranked in the top three by Newsweek for Best Customer Service in 2018 and 2019, so you can shop with confidence. We support and invest in our employees, appreciate and value our customers, and truly believe in the power of the written word to educate, energize, and engage readers of all ages and interests.

Zur Homepage des Verk�ufers

Unternehmensdaten des Verk�ufers

Thrift Books Global LLC
18300 Cascade Ave S, Seattle, WA, 98188, U.S.A.

Gesch�ftsbedingungen und Versandinformationen

Verkaufsbedingungen

We guarantee each book that we send you. If you have any problems, please contact
our dedicated customer service department. They will do everything possible to
ensure you are happy with your order.

Versandbedingungen

All domestic Standard and Expedited shipments are distributed from our warehouses by OSM, then handed off to the USPS for final delivery.

2-Day Shipping is delivered by FedEx, which does not deliver to PO boxes.

International shipments are tendered to the local postal service in the destination country for final delivery – we do not use courier services for international deliveries.