Agile Analytics

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Agile Analytics

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Author : Ken W. Collier
language : en
Publisher: Addison-Wesley Professional
Release Date : 2011-07-19

Agile Analytics written by Ken W. Collier and has been published by Addison-Wesley Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-07-19 with Computers categories.

Using Agile methods, you can bring far greater innovation, value, and quality to any data warehousing (DW), business intelligence (BI), or analytics project. However, conventional Agile methods must be carefully adapted to address the unique characteristics of DW/BI projects. In Agile Analytics, Agile pioneer Ken Collier shows how to do just that. Collier introduces platform-agnostic Agile solutions for integrating infrastructures consisting of diverse operational, legacy, and specialty systems that mix commercial and custom code. Using working examples, he shows how to manage analytics development teams with widely diverse skill sets and how to support enormous and fast-growing data volumes. Collier’s techniques offer optimal value whether your projects involve “back-end” data management, “front-end” business analysis, or both. Part I focuses on Agile project management techniques and delivery team coordination, introducing core practices that shape the way your Agile DW/BI project community can collaborate toward success Part II presents technical methods for enabling continuous delivery of business value at production-quality levels, including evolving superior designs; test-driven DW development; version control; and project automation Collier brings together proven solutions you can apply right now—whether you’re an IT decision-maker, data warehouse professional, database administrator, business intelligence specialist, or database developer. With his help, you can mitigate project risk, improve business alignment, achieve better results—and have fun along the way.

Analytics

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Author : Phil Simon
language : en
Publisher: John Wiley & Sons
Release Date : 2017-07-05

Analytics written by Phil Simon and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-07-05 with Business & Economics categories.

For years, organizations have struggled to make sense out of their data. IT projects designed to provide employees with dashboards, KPIs, and business-intelligence tools often take a year or more to reach the finish line...if they get there at all. This has always been a problem. Today, though, it's downright unacceptable. The world changes faster than ever. Speed has never been more important. By adhering to antiquated methods, firms lose the ability to see nascent trends—and act upon them until it's too late. But what if the process of turning raw data into meaningful insights didn't have to be so painful, time-consuming, and frustrating? What if there were a better way to do analytics? Fortunately, you're in luck... Analytics: The Agile Way is the eighth book from award-winning author and Arizona State University professor Phil Simon. Analytics: The Agile Way demonstrates how progressive organizations such as Google, Nextdoor, and others approach analytics in a fundamentally different way. They are applying the same Agile techniques that software developers have employed for years. They have replaced large batches in favor of smaller ones...and their results will astonish you. Through a series of case studies and examples, Analytics: The Agile Way demonstrates the benefits of this new analytics mind-set: superior access to information, quicker insights, and the ability to spot trends far ahead of your competitors.

Agile Analytics

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Author : Ken Collier
language : en
Publisher:
Release Date : 2012

Agile Analytics written by Ken Collier and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Agile software development categories.

Agile Analytics For Startups

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Author : Mert Damlapinar
language : en
Publisher: NLITX
Release Date : 2022-10-04

Agile Analytics For Startups written by Mert Damlapinar and has been published by NLITX this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-04 with Business & Economics categories.

While you work hard building your startup, one of the biggest challenges you’ll face will be around your product’s ability to solve a big enough problem and its success in the market. Agile Analytics for Startups will help you navigate the complexity of early-stage business analytics, performance measurement, and the metrics that matter to your company. You can use the proven frameworks in this book to validate your product idea and the product/market fit, and understand your customers more granularly while you scale your business for automation. You can test and use many tools and solutions provided in the book and interact with different features of those solutions as you engage with other users of those products. This book will provide you with a step-by-step framework, examples and powerful solutions, from ideation to growth and all the way to scaling your business as you build your company with the power of analytics. - Agility is your advantage over large companies - Understand business analytics essentials and define how you will measure the success of your business early - Once you define your solution for “the problem” you tackle, validate your customer - Keep a short list of KPIs for the success of your product - Engage your customers throughout the development cycle - Product/market fit should happen before you go to market big - Keep testing your product, reiterate continuously - Know when to pivot as you modify and optimize your roadmap - Be ready to speed up and maximize your output before the significant funding milestone(s)

Agile Analytics

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Author : REYNALDO JOSHUA SALAKI (TP044173).
language : en
Publisher:
Release Date : 2017

Agile Analytics written by REYNALDO JOSHUA SALAKI (TP044173). and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with Business intelligence categories.

Applied Machine Learning

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Author : M. Gopal
language : en
Publisher: McGraw Hill Professional
Release Date : 2019-06-07

Applied Machine Learning written by M. Gopal and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-07 with Technology & Engineering categories.

Cutting-edge machine learning principles, practices, and applications This comprehensive textbook explores the theoretical under¬pinnings of learning and equips readers with the knowledge needed to apply powerful machine learning techniques to solve challenging real-world problems. Applied Machine Learning shows, step by step, how to conceptualize problems, accurately represent data, select and tune algorithms, interpret and analyze results, and make informed strategic decisions. Presented in a non-rigorous mathematical style, the book covers a broad array of machine learning topics with special emphasis on methods that have been profitably employed. Coverage includes: Supervised learning Statistical learning Learning with support vector machines (SVM) Learning with neural networks (NN) Fuzzy inference systems Data clustering Data transformations Decision tree learning Business intelligence Data mining And much more

Real Time Analytics

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Author : Byron Ellis
language : en
Publisher: John Wiley & Sons
Release Date : 2014-07-21

Real Time Analytics written by Byron Ellis and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-21 with Computers categories.

Construct a robust end-to-end solution for analyzing and visualizing streaming data Real-time analytics is the hottest topic in data analytics today. In Real-Time Analytics: Techniques to Analyze and Visualize Streaming Data, expert Byron Ellis teaches data analysts technologies to build an effective real-time analytics platform. This platform can then be used to make sense of the constantly changing data that is beginning to outpace traditional batch-based analysis platforms. The author is among a very few leading experts in the field. He has a prestigious background in research, development, analytics, real-time visualization, and Big Data streaming and is uniquely qualified to help you explore this revolutionary field. Moving from a description of the overall analytic architecture of real-time analytics to using specific tools to obtain targeted results, Real-Time Analytics leverages open source and modern commercial tools to construct robust, efficient systems that can provide real-time analysis in a cost-effective manner. The book includes: A deep discussion of streaming data systems and architectures Instructions for analyzing, storing, and delivering streaming data Tips on aggregating data and working with sets Information on data warehousing options and techniques Real-Time Analytics includes in-depth case studies for website analytics, Big Data, visualizing streaming and mobile data, and mining and visualizing operational data flows. The book's "recipe" layout lets readers quickly learn and implement different techniques. All of the code examples presented in the book, along with their related data sets, are available on the companion website.

Agile Analytics How Organizations Can Benefit From The Agile Methodology For Smoother Delivery Of Data Driven Analytics Projects

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Author : Rafi Ullah
language : en
Publisher:
Release Date : 2019

Agile Analytics How Organizations Can Benefit From The Agile Methodology For Smoother Delivery Of Data Driven Analytics Projects written by Rafi Ullah and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with categories.

Analytics Of Literature

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Author : Lucius Adelno Sherman
language : en
Publisher:
Release Date : 1893

Analytics Of Literature written by Lucius Adelno Sherman and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1893 with English literature categories.

Data Curious

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Author : Carl Allchin
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2023-07-14

Data Curious written by Carl Allchin and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-07-14 with Computers categories.

Data has been a missing part of most academic curriculums for a long time, and we're all being affected. During challenging times, creating a data-informed culture can help you pivot quickly or prevent expensive missteps. Developing a data curious organization will take advantage of the burgeoning data resources available as a result of increasing digitalization. With this book, authors Carl Allchin and Sarah Nabelsi show today's business professionals how to become data empowered. These tech-savvy business professionals will learn data literacy fundamentals—from understanding the possibilities to asking the right questions. You'll discover how to make the right technology choices and avoid pitfalls that could put your career and company at risk. Discover what an agile, empowered, data-driven organization should look like Examine how to use data in new ways to help your business come to life Learn key terms and concepts around data management and analytics Understand the differences between spreadsheet analysis and a data analytics pipeline Get advice for working with data scientists and explore ways to mitigate the IT department's concerns