The Self Service Data Roadmap

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The Self-Service Data Roadmap

Author : Sandeep Uttamchandani
Publisher : "O'Reilly Media, Inc."
Page : 297 pages
File Size : 53,8 Mb
Release : 2020-09-10
Category : Computers
ISBN : 9781492075202

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The Self-Service Data Roadmap by Sandeep Uttamchandani Pdf

Data-driven insights are a key competitive advantage for any industry today, but deriving insights from raw data can still take days or weeks. Most organizations can’t scale data science teams fast enough to keep up with the growing amounts of data to transform. What’s the answer? Self-service data. With this practical book, data engineers, data scientists, and team managers will learn how to build a self-service data science platform that helps anyone in your organization extract insights from data. Sandeep Uttamchandani provides a scorecard to track and address bottlenecks that slow down time to insight across data discovery, transformation, processing, and production. This book bridges the gap between data scientists bottlenecked by engineering realities and data engineers unclear about ways to make self-service work. Build a self-service portal to support data discovery, quality, lineage, and governance Select the best approach for each self-service capability using open source cloud technologies Tailor self-service for the people, processes, and technology maturity of your data platform Implement capabilities to democratize data and reduce time to insight Scale your self-service portal to support a large number of users within your organization

The Self-Service Data Roadmap

Author : Sandeep Uttamchandani
Publisher : Unknown
Page : 350 pages
File Size : 54,5 Mb
Release : 2020-10-13
Category : Electronic
ISBN : 1492075256

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The Self-Service Data Roadmap by Sandeep Uttamchandani Pdf

The world's most valuable resource is data. Companies across all industry verticals are using data-driven insights as a key competitive advantage. But the time required for transforming raw data to insights can take days or weeks when you want it in minutes or hours. Data scientists spend nearly 80% of their time in data engineering, rather than developing insights. And most organizations can't scale their data science teams fast enough to keep up with growing business needs for better, faster insights. This book will help data engineers, data scientists, and data team managers address these issues by building a self-service data science platform that democratizes the ability to extract insights from the data to everyone in the organization. Data scientists, software engineers, product managers, and marketers can use it to discover, transform, and analyze data and publish automated insights in production. This book is not: A deep dive into the "shiny new" technologies, or any one specific technology A silver bullet technology for building a self-service portal. Organizations differ in their maturity, people, process, and technology and require tailored solutions This book is: A collection of must-have operational capabilities for building a self-service data portal A blueprint for achieving better and faster insights A process for democratizing data engineering expertise across an organization A practical and indispensable guide for any decision-maker, implementer, or strategist working with an organization's data science platform.

The Self-Service Data Roadmap

Author : Sandeep Uttamchandani
Publisher : O'Reilly Media
Page : 287 pages
File Size : 48,7 Mb
Release : 2020-09-10
Category : Computers
ISBN : 9781492075226

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The Self-Service Data Roadmap by Sandeep Uttamchandani Pdf

Data-driven insights are a key competitive advantage for any industry today, but deriving insights from raw data can still take days or weeks. Most organizations can’t scale data science teams fast enough to keep up with the growing amounts of data to transform. What’s the answer? Self-service data. With this practical book, data engineers, data scientists, and team managers will learn how to build a self-service data science platform that helps anyone in your organization extract insights from data. Sandeep Uttamchandani provides a scorecard to track and address bottlenecks that slow down time to insight across data discovery, transformation, processing, and production. This book bridges the gap between data scientists bottlenecked by engineering realities and data engineers unclear about ways to make self-service work. Build a self-service portal to support data discovery, quality, lineage, and governance Select the best approach for each self-service capability using open source cloud technologies Tailor self-service for the people, processes, and technology maturity of your data platform Implement capabilities to democratize data and reduce time to insight Scale your self-service portal to support a large number of users within your organization

The Enterprise Big Data Lake

Author : Alex Gorelik
Publisher : "O'Reilly Media, Inc."
Page : 224 pages
File Size : 54,5 Mb
Release : 2019-02-21
Category : Computers
ISBN : 9781491931509

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The Enterprise Big Data Lake by Alex Gorelik Pdf

The data lake is a daring new approach for harnessing the power of big data technology and providing convenient self-service capabilities. But is it right for your company? This book is based on discussions with practitioners and executives from more than a hundred organizations, ranging from data-driven companies such as Google, LinkedIn, and Facebook, to governments and traditional corporate enterprises. You’ll learn what a data lake is, why enterprises need one, and how to build one successfully with the best practices in this book. Alex Gorelik, CTO and founder of Waterline Data, explains why old systems and processes can no longer support data needs in the enterprise. Then, in a collection of essays about data lake implementation, you’ll examine data lake initiatives, analytic projects, experiences, and best practices from data experts working in various industries. Get a succinct introduction to data warehousing, big data, and data science Learn various paths enterprises take to build a data lake Explore how to build a self-service model and best practices for providing analysts access to the data Use different methods for architecting your data lake Discover ways to implement a data lake from experts in different industries

Data Management at Scale

Author : Piethein Strengholt
Publisher : "O'Reilly Media, Inc."
Page : 404 pages
File Size : 47,5 Mb
Release : 2020-07-29
Category : Computers
ISBN : 9781492054733

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Data Management at Scale by Piethein Strengholt Pdf

As data management and integration continue to evolve rapidly, storing all your data in one place, such as a data warehouse, is no longer scalable. In the very near future, data will need to be distributed and available for several technological solutions. With this practical book, you’ll learnhow to migrate your enterprise from a complex and tightly coupled data landscape to a more flexible architecture ready for the modern world of data consumption. Executives, data architects, analytics teams, and compliance and governance staff will learn how to build a modern scalable data landscape using the Scaled Architecture, which you can introduce incrementally without a large upfront investment. Author Piethein Strengholt provides blueprints, principles, observations, best practices, and patterns to get you up to speed. Examine data management trends, including technological developments, regulatory requirements, and privacy concerns Go deep into the Scaled Architecture and learn how the pieces fit together Explore data governance and data security, master data management, self-service data marketplaces, and the importance of metadata

Ocean Science Data

Author : Giuseppe Manzella,Antonio Novellino
Publisher : Elsevier
Page : 398 pages
File Size : 53,5 Mb
Release : 2021-10-02
Category : Science
ISBN : 9780128225950

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Ocean Science Data by Giuseppe Manzella,Antonio Novellino Pdf

Ocean Science Data: Collection, Management, Networking, and Services presents the evolution of ocean science, information, theories, and data services for oceanographers looking for a better understanding of big data. The book is divided into chapters organized under the following main issues: marine science, history and data archaeology, data services in ocean science, society-driven data, and coproduction and education. Throughout the book, particular emphasis is put on data products quality and big data management strategy; embracing tools enabling data discovery, data preparation, self-service data accessibility, collaborative semantic metadata management, data standardization, and stream processing engines. Ocean Science Data provides an opportunity to start a new roadmap for data management issues, to be used for future collaboration among disciplines. This will include a focus on organizational objectives such as improved performance, competitive advantage, innovation, the sharing of lessons learned, integration, and continuous improvement of data management organization. This book is written for ocean scientists at postgraduate level and above as well as marine scientists and climate change scientists. Presents a coherent overview of state-of-the-art research concerning ocean data Provides an in-depth discussion of how ocean data impact all scales of the planetary system Includes global case studies from experts in ocean data

Performance Dashboards

Author : Wayne W. Eckerson
Publisher : John Wiley & Sons
Page : 321 pages
File Size : 53,8 Mb
Release : 2005-10-27
Category : Business & Economics
ISBN : 9780471757658

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Performance Dashboards by Wayne W. Eckerson Pdf

Tips, techniques, and trends on how to use dashboard technology to optimize business performance Business performance management is a hot new management discipline that delivers tremendous value when supported by information technology. Through case studies and industry research, this book shows how leading companies are using performance dashboards to execute strategy, optimize business processes, and improve performance. Wayne W. Eckerson (Hingham, MA) is the Director of Research for The Data Warehousing Institute (TDWI), the leading association of business intelligence and data warehousing professionals worldwide that provide high-quality, in-depth education, training, and research. He is a columnist for SearchCIO.com, DM Review, Application Development Trends, the Business Intelligence Journal, and TDWI Case Studies & Solution.

Big Data Analytics for Internet of Things

Author : Tausifa Jan Saleem,Mohammad Ahsan Chishti
Publisher : John Wiley & Sons
Page : 402 pages
File Size : 43,5 Mb
Release : 2021-04-20
Category : Mathematics
ISBN : 9781119740759

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Big Data Analytics for Internet of Things by Tausifa Jan Saleem,Mohammad Ahsan Chishti Pdf

BIG DATA ANALYTICS FOR INTERNET OF THINGS Discover the latest developments in IoT Big Data with a new resource from established and emerging leaders in the field Big Data Analytics for Internet of Things delivers a comprehensive overview of all aspects of big data analytics in Internet of Things (IoT) systems. The book includes discussions of the enabling technologies of IoT data analytics, types of IoT data analytics, challenges in IoT data analytics, demand for IoT data analytics, computing platforms, analytical tools, privacy, and security. The distinguished editors have included resources that address key techniques in the analysis of IoT data. The book demonstrates how to select the appropriate techniques to unearth valuable insights from IoT data and offers novel designs for IoT systems. With an abiding focus on practical strategies with concrete applications for data analysts and IoT professionals, Big Data Analytics for Internet of Things also offers readers: A thorough introduction to the Internet of Things, including IoT architectures, enabling technologies, and applications An exploration of the intersection between the Internet of Things and Big Data, including IoT as a source of Big Data, the unique characteristics of IoT data, etc. A discussion of the IoT data analytics, including the data analytical requirements of IoT data and the types of IoT analytics, including predictive, descriptive, and prescriptive analytics A treatment of machine learning techniques for IoT data analytics Perfect for professionals, industry practitioners, and researchers engaged in big data analytics related to IoT systems, Big Data Analytics for Internet of Things will also earn a place in the libraries of IoT designers and manufacturers interested in facilitating the efficient implementation of data analytics strategies.

Big Data and Internet of Things: A Roadmap for Smart Environments

Author : Nik Bessis,Ciprian Dobre
Publisher : Springer
Page : 0 pages
File Size : 50,7 Mb
Release : 2016-09-03
Category : Technology & Engineering
ISBN : 3319344811

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Big Data and Internet of Things: A Roadmap for Smart Environments by Nik Bessis,Ciprian Dobre Pdf

This book presents current progress on challenges related to Big Data management by focusing on the particular challenges associated with context-aware data-intensive applications and services. The book is a state-of-the-art reference discussing progress made, as well as prompting future directions on the theories, practices, standards and strategies that are related to the emerging computational technologies and their association with supporting the Internet of Things advanced functioning for organizational settings including both business and e-science. Apart from inter-operable and inter-cooperative aspects, the book deals with a notable opportunity namely, the current trend in which a collectively shared and generated content is emerged from Internet end-users. Specifically, the book presents advances on managing and exploiting the vast size of data generated from within the smart environment (i.e. smart cities) towards an integrated, collective intelligence approach. The book also presents methods and practices to improve large storage infrastructures in response to increasing demands of the data intensive applications. The book contains 19 self-contained chapters that were very carefully selected based on peer review by at least two expert and independent reviewers and is organized into the three sections reflecting the general themes of interest to the IoT and Big Data communities: Section I: Foundations and Principles Section II: Advanced Models and Architectures Section III: Advanced Applications and Future Trends The book is intended for researchers interested in joining interdisciplinary and transdisciplinary works in the areas of Smart Environments, Internet of Things and various computational technologies for the purpose of an integrated collective computational intelligence approach into the Big Data era.

New Horizons for a Data-Driven Economy

Author : José María Cavanillas,Edward Curry,Wolfgang Wahlster
Publisher : Springer
Page : 303 pages
File Size : 44,9 Mb
Release : 2016-04-04
Category : Computers
ISBN : 9783319215693

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New Horizons for a Data-Driven Economy by José María Cavanillas,Edward Curry,Wolfgang Wahlster Pdf

In this book readers will find technological discussions on the existing and emerging technologies across the different stages of the big data value chain. They will learn about legal aspects of big data, the social impact, and about education needs and requirements. And they will discover the business perspective and how big data technology can be exploited to deliver value within different sectors of the economy. The book is structured in four parts: Part I “The Big Data Opportunity” explores the value potential of big data with a particular focus on the European context. It also describes the legal, business and social dimensions that need to be addressed, and briefly introduces the European Commission’s BIG project. Part II “The Big Data Value Chain” details the complete big data lifecycle from a technical point of view, ranging from data acquisition, analysis, curation and storage, to data usage and exploitation. Next, Part III “Usage and Exploitation of Big Data” illustrates the value creation possibilities of big data applications in various sectors, including industry, healthcare, finance, energy, media and public services. Finally, Part IV “A Roadmap for Big Data Research” identifies and prioritizes the cross-sectorial requirements for big data research, and outlines the most urgent and challenging technological, economic, political and societal issues for big data in Europe. This compendium summarizes more than two years of work performed by a leading group of major European research centers and industries in the context of the BIG project. It brings together research findings, forecasts and estimates related to this challenging technological context that is becoming the major axis of the new digitally transformed business environment.

Roadmap

Author : Roadmap Nation,Brian McAllister,Mike Marriner,Nathan Gebhard
Publisher : Chronicle Books
Page : 369 pages
File Size : 44,7 Mb
Release : 2020-04-07
Category : Business & Economics
ISBN : 9781452173665

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Roadmap by Roadmap Nation,Brian McAllister,Mike Marriner,Nathan Gebhard Pdf

The New York Times bestseller is back! The career workbook Roadmap is better than ever. Roadmap has been updated and expanded with tons of brand new content—including chapters on changing directions mid-career and not letting your past define your future. Through inspirational stories and interviews, journal-like prompts, and practical career development information, this helpful resource will steer students, recent graduates, and career-changers toward an authentic, fulfilling life. • Features fresh perspectives from people like singer-songwriter John Legend, surfing world champion Layne Beachley, and MacArthur fellow and radio host Jad Abumrad • Full of advice for people seeking a fulfilling work life that will make them happy and keep them engaged • A self-mapped guide to creating a rewarding and satisfying work life Roadtrip Nation, based in Costa Mesa, was founded by Nathan Gebhard, Mike Marriner, and Brian McAllister in 2001, and has grown into a national career exploration movement, educational organization, and PBS series. Since its original publication in 2015, the team at Roadtrip Nation has continued to travel the world and interview accomplished individuals about their path to success. • Great for recent college graduates, interns, or anyone questioning their career path and in need of advice and a fresh perspective • Useful as a resource for career advisers, educators, and companies who want to foster an engaged workforce • Add it to the collection of books like What Color Is Your Parachute? 2019: A Practical Manual for Job-Hunters and Career-Changers by Richard N. Bolles, Designing Your Life: How to Build a Well-Lived, Joyful Life by Bill Burnett and Dave Evans, and How to Have a Good Day: Harness the Power of Behavioral Science to Transform Your Working Life by Caroline Webb

The Balanced Scorecard

Author : 50minutes,
Publisher : 50 Minutes
Page : 29 pages
File Size : 48,6 Mb
Release : 2015-08-17
Category : Business & Economics
ISBN : 9782806265821

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The Balanced Scorecard by 50minutes, Pdf

Turn your data into a roadmap to success! This book is a practical and accessible guide to understanding and implementing the Balanced Scorecard, providing you with the essential information and saving time. In 50 minutes you will be able to: • Evaluate company performance and management efficiency • Focus on all perspectives of the business at once • Successfully apply the Balanced Scorecard to your business ABOUT 50MINUTES | Management & Marketing 50MINUTES provides the tools to quickly understand the main theories and concepts that shape the economic world of today. Our publications are easy to use and they will save you time. They provide both elements of theory and case studies, making them excellent guides to understand key concepts in just a few minutes. In fact, they are the starting point to take action and push your business to the next level.

The Journey Called You

Author : Julie Fuimano
Publisher : Nurturing Your Success Publications
Page : 196 pages
File Size : 49,8 Mb
Release : 2005
Category : Conduct of life
ISBN : 0976560534

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The Journey Called You by Julie Fuimano Pdf

The foundation of emotional intelligence is self- awareness. How do you learn to become more self-aware? The Journey Called YOU takes the reader on a journey into the world of self-awareness and self-wonder. It shows you how to discover yourself, to know yourself better, to accept yourself without judgment, and to make decisions that honor the highest form of you. In the end you feel more confident and grounded in yourself enabling you to be more authentic, manage yourself and your emotions more effectively, and lead others more assertively. There is as much to wonder about within you as there is in the world outside of you. Most of us look outside ourselves to find the answers. We look for pleasure in chasing goals and trying to accumulate stuff under the illusion that collecting things is what life is all about. We spend our time either berating and harshly judging ourselves or comparing ourselves to others to determine our successfulness based on some predetermined idea of what success is supposed to look like without really considering our own answers. In this book, you will learn how to discover your true nature and unleash the greatness within you. You will learn how to release yourself from the limiting beliefs and obstacles that hold you back from being all that is possible for you to become. You will learn how to create a vision for success and liberate yourself from the rules imposed by society and others so that you can make your own rules about how to live your life. And you will learn how to be authentically you, how to come to a place where you feel grounded in being you so that you feel comfortable in your own skin. You feel good about being you, you enjoy your life, and feel confident about the choices you make. As you increase your self-awareness, you access the power of choice and are better able to manage yourself and effectively lead others. This book shows you how to live a life that empowers you to be who you really are. A mixture of teaching tales, coaching tips, journaling exercises, and narrative divided into eight chapters, this eloquently written, easy-to-read book is designed to help you understand and accept yourself so you can make decisions every day that move you closer to the happy and fulfilled life you desire. You will learn how to use your personal power to free yourself to be you. After all, as Julie points out, "You are the most important person in your life! Without you, what do you have?"

Designing with Data

Author : Rochelle King,Elizabeth F Churchill,Caitlin Tan
Publisher : "O'Reilly Media, Inc."
Page : 370 pages
File Size : 43,5 Mb
Release : 2017-03-29
Category : Computers
ISBN : 9781449334956

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Designing with Data by Rochelle King,Elizabeth F Churchill,Caitlin Tan Pdf

On the surface, design practices and data science may not seem like obvious partners. But these disciplines actually work toward the same goal, helping designers and product managers understand users so they can craft elegant digital experiences. While data can enhance design, design can bring deeper meaning to data. This practical guide shows you how to conduct data-driven A/B testing for making design decisions on everything from small tweaks to large-scale UX concepts. Complete with real-world examples, this book shows you how to make data-driven design part of your product design workflow. Understand the relationship between data, business, and design Get a firm grounding in data, data types, and components of A/B testing Use an experimentation framework to define opportunities, formulate hypotheses, and test different options Create hypotheses that connect to key metrics and business goals Design proposed solutions for hypotheses that are most promising Interpret the results of an A/B test and determine your next move

My Roadmap

Author : Sam Bracken,Echo Garrett
Publisher : Random House Digital, Inc.
Page : 146 pages
File Size : 47,9 Mb
Release : 2012
Category : Goal (Psychology)
ISBN : 9780307955869

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My Roadmap by Sam Bracken,Echo Garrett Pdf

An inspiring and transformational journal filled with writing prompts, questions, and fill-in-the-blank lists to help readers find meaning, vision, and purposed based on the seven rules of the road from Bracken's "My Orange Duffel Bag."