It is a conversational book that feels easy and informative. This short and lucid book covers everything important, with concrete examples, and invites the reader to join this field. The chapters in the book are organized for a typical one-semester course. The book contains case-lets from real-world stories at the beginning of every chapter. There is a running case study across the chapters as exercises. This book is designed to provide a student with the intuition behind this evolving area, along with a solid toolset of the major data mining techniques and platforms. Students across a variety of academic disciplines, including business, computer science, statistics, engineering, and others are attracted to the idea of discovering new insights and ideas from data. This book can also be gainfully used by executives, managers, analysts, professors, doctors, accountants, and other professionals to learn how to make sense of the data coming their way. This is a lucid flowing book that one can finish in one sitting, or can return to it again and again for insights and techniques. Table of Contents Chapter 1: Wholeness of Business Intelligence and Data Mining Chapter 2: Business Intelligence Concepts & Applications Chapter 3: Data Warehousing Chapter 4: Data Mining Chapter 5: Decision Trees Chapter 6: Regression Models Chapter 7: Artificial Neural Networks Chapter 8: Cluster Analysis Chapter 9: Association Rule Mining Chapter 10: Text Mining Chapter 11: Web Mining Chapter 12: Big Data Chapter 13: Data Modeling Primer Appendix: Data Mining Tutorial using Weka

    Reports of a strange gray ghost causing accidents on Highway 98 brings the team to the small town of Wilmer, Alabama. But not everyone in the area is happy to see Midas and the crew. Small town secrets make it difficult to get a sense of what's really happening on Bloody 98 but the team has a new secret weapon. As they take the investigation to the supposedly haunted forest near the highway Joshua finds a body. Sierra witnesses an old crime and Midas tries to keep everyone safe. Will this paranormal investigation end in chaos or will they find answers for the family that called them. Can they help the Gray Lady of Wilmer find peace? Gulf Coast Paranormal is a fictional series about paranormal investigations by M.L. Bullock. What readers have to say... "I couldn't put this book down. Had to see where things were going to take the characters. Love all M.L. Bullocks stories!" "I absolutely love this series and these books are so hard to put down. I can't wait for the new books in the series to be released." Want to follow me on social media and see my writing progress? Eager to get peeks of my daily life, and my embarrassingly extensive planner collection? I have you covered. Follow me here: Facebook--Twitter – Instagram @AuthorMLBullock Website: MLBullock.com

    This work includes strategies that provide teachers and teaching assistants with different perspectives, practical tools and the confidence for supporting these children.

    Today, Total Quality is an integral component of management success in today's complex business environment. This text presents an overview of the key principles of total quality and links those concepts to traditional management practices and organizational models in management theory. This book has three objectives: 1) to familiarize readers with the basic principles and methods associated with total quality management; 2) to show readers how these principles and methods have been put into effect in a variety of organizations; and, 3) to illustrate the relationship between total quality principles and the theories and models studied in management courses.

    Beginning with an introduction to array formulas, this manual examines topics such as how they differ from ordinary formulas, the benefits and drawbacks of their use, functions that can and cannot handle array calculations, and array constants and functions. Among the practical applications surveyed include how to extract data from tables and unique lists, how to get results that match any criteria, and how to utilize various methods for unique counts. This book contains 529 screen shots.

    

    The coverage also features learning aids.

    This book presents all the important test design techniques in a single place and in a consistent and easy-to-digest format. An immediately useful handbook for test engineers, developers, quality assurance professionals and requirements and systems analysts, it enables you to: choose the best test case design; find software defects in less time and with fewer resources; and develop optimal strategies that help reduce the likelihood of costly errors. It also assists you in estimating the effort, time and cost of good testing. included, helping you to fully understand the practical applications of these techniques. From well-established techniques such as equivalence classes, boundary value analysis, decision tables and state-transition diagrams, to new techniques like use case testing, pairwise testing and exploratory testing, the book is a usful resource for testing professionals seeking to improve their skills and a handy reference for college-level courses in software test design.

    The RESTful approach to web services design is rapidly become the approach of choice. Unfortunately, too few people have truly solid REST API design skills, and discussions of REST can become bogged down in dry theory.The REST API Design Handbook is a simple, practical guide to aid software engineers and software architects create lasting, scalable APIs based on REST architectural principles. The book provides a sound foundation in discussing the constraints that define a REST API. It quickly goes beyond that into the practical aspects of implementing such an API in the real world.Written by cloud computing expert George Reese, The REST API Design Handbook reflects hands on work in consuming many different third party APIs as well the development of REST-based web services APIs. It addresses all of the debates the commonly arise while creating these APIs. Subjects covered include:* REST architectural constraints* Using HTTP methods and response codes in an API* Authenticating RESTful API calls* Versioning* Asynchronous Operations* Pagination and Streaming* Polling and Push Notifications* Rate Limiting

    This manual is aimed at everyone who works on interactive products in a design and development environment. It contains all of the basic information required for getting started with the project management method Scrum, but also offers a number of in-depth chapters looking at topics which even the most experienced Scrummers have trouble with on a daily basis. If you are experienced, you will find the advanced tips and tricks useful. If you are just considering Scrum, this book will most certainly get you enthusiastic.

    By scale, we mean having numbers of users in the millions and being built by large engineering teams.For mobile engineers, this book is a blueprint for modern app engineering approaches. For non-mobile engineers and managers, it is a resource with which to build empathy and appreciation for the complexity of world-class mobile engineering.

    Designed for experienced software developers ready to advance their status, Exam Ref focuses on the critical-thinking and decision-making acumen needed for success at the Microsoft Specialist level.Focus on the expertise measured by these objectives:Manage Program FlowCreate and Use TypesDebug Applications and Implement SecurityImplement Data AccessThis Microsoft Exam Ref:Organizes its coverage by exam objectives.Features strategic, what-if scenarios to challenge you.Includes a 15% exam discount from Microsoft. (Limited time offer)

    You will learn the techniques successful leaders use to make their strategic decisions and you will be given the tools to ensure that your team is in alignment to achieving common goals. Leading Quality is the first book that teaches why quality is important and how to incorporate it within the workspace. Praise for Leading Quality:   “A quality mindset remains key to differentiating your product and your company. Leading Quality offers key lessons to develop this mindset.” - Michael Lopp, author of Managing Humans and VP of Product Engineering at Slack “Leading Quality communicates just how important a focus on quality is within your company and is one of the few titles that actually teaches how to lead quality in a clear yet captivating manner.”  - Shesh Patel, Engineering Manager at The New York Times “Three elements define any successful product: quality, quality, and quality. Leading Quality is a comprehensive and practical guide to embedding quality into the DNA of any product organization.” - Nick Caldwell, CPO at Looker and former VP of Engineering at Reddit

    The book provides proven and practical advice that will help you avoid pitfalls, and produce forms that are aesthetically pleasing, efficient and cost-effective. It features invaluable design methods, tips, and tricks to help ensure accurate data and satisfied customers. It includes dozens of examples - from nitty-gritty details (label alignment, mandatory fields) to visual designs (creating good grids, use of color).This book isn't just about colons and choosing the right widgets. It's about the whole process of making good forms, which has a lot more to do with making sure you're asking the right questions in a way that your users can answer than it does with whether you use a drop-down list or radio buttons. In an easy-to-read format with lots of examples, the authors present their three-layer model - relationship, conversation, appearance. You need all three for a successful form - a form that looks good, flows well, asks the right questions in the right way, and, most important of all, gets people to fill it out. Liberally illustrated with full-color examples, this book guides readers on how to define requirements, how to write questions that users will understand and want to answer, and how to deal with instructions, progress indicators and errors.This book is essential reading for HCI professionals, web designers, software developers, user interface designers, HCI academics and students, market research professionals, and financial professionals.

    Updated with the latest advances in the field, Jerry FitzGerald and Alan Dennis' 10th Edition of Business Data Communications and Networking continues to provide the fundamental concepts and cutting-edge coverage applications that students need to succeed in this fast-moving field.Authors FitzGerald and Dennis have developed a foundation and balanced presentation from which new technologies and applications can be easily understood, evaluated, and compared.