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Business Intelligence Tools for Small Companies: A Guide to Free and Low-Cost Solutions
Business Intelligence Tools for Small Companies: A Guide to Free and Low-Cost Solutions

Learn how to transition from Excel-based business intelligence (BI) analysis to enterprise stacks of open-source BI tools. Select and implement the best free and freemium open-source BI tools for your company’s needs and design, implement, and integrate BI automation across the full stack using agile methodologies.

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The Data Warehouse ETL Toolkit: Practical Techniques for Extracting, Cleanin
The Data Warehouse ETL Toolkit: Practical Techniques for Extracting, Cleanin

The Extract-Transform-Load (ETL) system is the foundation of the data warehouse. A properly designed ETL system extracts data from the source systems, enforces data quality and consistency standards, conforms data so that separate sources can be used together, and finally delivers data in a presentation-ready format so that...

Reinforcement Learning with TensorFlow: A beginner's guide to designing self-learning systems with TensorFlow and OpenAI Gym
Reinforcement Learning with TensorFlow: A beginner's guide to designing self-learning systems with TensorFlow and OpenAI Gym

Leverage the power of reinforcement learning techniques to develop self-learning systems using TensorFlow

Key Features

  • Explore reinforcement learning concepts and their implementation using TensorFlow
  • Discover different problem-solving methods for reinforcement...
Mastering Data Warehouse Design: Relational and Dimensional Techniques
Mastering Data Warehouse Design: Relational and Dimensional Techniques
At last, a balanced approach to data warehousing that leverages the techniques pioneered by Ralph Kimball and Bill Inmon

Since its groundbreaking inception, the approach to understanding data warehousing has been split into two mindsets: Ralph Kimball, who pioneered the use of dimensional modeling techniques for building the data warehouse, and...

Mastering Data Warehouse Aggregates: Solutions for Star Schema Performance
Mastering Data Warehouse Aggregates: Solutions for Star Schema Performance
The first book to offer in-depth coverage of star schema aggregate tables

 

Dubbed by Ralph Kimball as the most effective technique for maximizing star schema performance, dimensional aggregates are a powerful and efficient tool that can accelerate data warehouse queries more dramatically than any other technology. After you ensure...

Data Mining and Knowledge Discovery Technologies (Advances in Data Warehousing and Mining)
Data Mining and Knowledge Discovery Technologies (Advances in Data Warehousing and Mining)
Data warehousing and OLAP (online analytical processing) technologies have gained a widespread acceptance since the 90’s as a support for decision-making. A data warehouse is a collection of subject-oriented, integrated, consolidated, time-varying, and non-volatile data (Kimball, 1996; Inmon, 1996). It is manipulated through OLAP tools, which...
Research and Trends in Data Mining Technologies and Applications
Research and Trends in Data Mining Technologies and Applications
In enterprises, a large volume of data has been collected and stored in data warehouses. Advances in data gathering, storage, and distribution have created a need for integrating data warehousing and data mining techniques. Mining data warehouses raises unique issues and requires special attention. Data warehousing and data mining are...
The Data Warehouse Toolkit: The Complete Guide to Dimensional Modeling (Second Edition)
The Data Warehouse Toolkit: The Complete Guide to Dimensional Modeling (Second Edition)
The latest edition of the single most authoritative guide on dimensional modeling for data warehousing!

Dimensional modeling has become the most widely accepted approach for data warehouse design. Here is a complete library of dimensional modeling techniques–– the most comprehensive collection ever written. Greatly expanded to...

ERP and Data Warehousing in Organizations: Issues and Challenges
ERP and Data Warehousing in Organizations: Issues and Challenges
Offering ERP deployment strategies for information as diverse as patient records, police and community relations, and geospatial services, this text addresses the complex issues that IT and communication technologies pose for organizations of all sizes.

The successful implementation and deployment of enterprise resource planning depends...

JMP for Basic Univariate and Multivariate Statistics: A Step-by-step Guide
JMP for Basic Univariate and Multivariate Statistics: A Step-by-step Guide
Doing statistics in JMP has never been easier! Learn how to manage JMP data and perform the statistical analyses most commonly used in research in the social sciences and other fields with JMP for Basic Univariate and Multivariate Statistics: A Step-by-Step Guide. Clearly written instructions guide you through the basic concepts of research and...
The Data Warehouse Toolkit: The Definitive Guide to Dimensional Modeling
The Data Warehouse Toolkit: The Definitive Guide to Dimensional Modeling

Updated new edition of Ralph Kimball's groundbreaking book on dimensional modeling for data warehousing and business intelligence!

The first edition of Ralph Kimball's The Data Warehouse Toolkit introduced the industry to dimensional modeling, and now his books are considered the most authoritative...

The Kimball Group Reader: Relentlessly Practical Tools for Data Warehousing and Business Intelligence
The Kimball Group Reader: Relentlessly Practical Tools for Data Warehousing and Business Intelligence

An unparalleled collection of recommended guidelines for data warehousing and business intelligence pioneered by Ralph Kimball and his team of colleagues from the Kimball Group.

Recognized and respected throughout the world as the most influential leaders in the data warehousing industry, Ralph Kimball and the Kimball Group have...

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