Lenses Io For Data Streaming Platforms
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Lenses Io For Data Streaming Platforms
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Author : William Smith
language : en
Publisher: HiTeX Press
Release Date : 2025-07-24
Lenses Io For Data Streaming Platforms written by William Smith and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-24 with Computers categories.
"Lenses.io for Data Streaming Platforms" "Lenses.io for Data Streaming Platforms" is a comprehensive guide that explores the pivotal role of Lenses.io within the modern data streaming landscape. This book provides both a historical context and a forward-looking analysis of real-time data streaming, positioning Lenses.io alongside industry leaders such as Apache Kafka, Pulsar, and Flink. Through practical scenarios and business applications, readers discover how Lenses.io streamlines operational workflows, bolsters compliance, and enables regulatory adherence for enterprises deploying robust streaming infrastructures. Delving deep into architecture, deployment strategies, and lifecycle management, the book uncovers the modular design and extensibility of Lenses.io. It offers detailed guidance on installation, Kubernetes-native deployment, and resilient cluster management, highlighting best practices for scaling, high availability, and integration with diverse backends and stream infrastructure. Readers learn to master end-to-end stream governance—including automated onboarding, retention policies, schema evolution, quality validation, and lineage visualization—laying the groundwork for secure, observable, and high-performing data pipelines. Advanced chapters showcase Lenses SQL for real-time analytics, complex event processing, and streaming computation, equipping professionals with performance-tuning and debugging know-how for mission-critical systems. Extensive coverage of security, compliance, monitoring, extensibility, and real-world case studies positions the book as an essential resource for architects, engineers, and data leaders looking to harness cutting-edge data streaming capabilities. With practical patterns, reference architectures, and a forward view on industry trends, this book is an indispensable companion on the journey to next-generation data streaming excellence.
Practical Dataops
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Author : Harvinder Atwal
language : en
Publisher: Apress
Release Date : 2019-12-09
Practical Dataops written by Harvinder Atwal and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-09 with Computers categories.
Gain a practical introduction to DataOps, a new discipline for delivering data science at scale inspired by practices at companies such as Facebook, Uber, LinkedIn, Twitter, and eBay. Organizations need more than the latest AI algorithms, hottest tools, and best people to turn data into insight-driven action and useful analytical data products. Processes and thinking employed to manage and use data in the 20th century are a bottleneck for working effectively with the variety of data and advanced analytical use cases that organizations have today. This book provides the approach and methods to ensure continuous rapid use of data to create analytical data products and steer decision making. Practical DataOps shows you how to optimize the data supply chain from diverse raw data sources to the final data product, whether the goal is a machine learning model or other data-orientated output. The book provides an approach to eliminate wasted effort and improve collaboration between data producers, data consumers, and the rest of the organization through the adoption of lean thinking and agile software development principles. This book helps you to improve the speed and accuracy of analytical application development through data management and DevOps practices that securely expand data access, and rapidly increase the number of reproducible data products through automation, testing, and integration. The book also shows how to collect feedback and monitor performance to manage and continuously improve your processes and output. What You Will Learn Develop a data strategy for your organization to help it reach its long-term goals Recognize and eliminate barriers to delivering data to users at scale Work on the right things for the right stakeholders through agile collaboration Create trust in data via rigorous testing and effective data management Build a culture of learning and continuous improvement through monitoring deployments and measuring outcomes Create cross-functional self-organizing teams focused on goals not reporting lines Build robust, trustworthy, data pipelines in support of AI, machine learning, and other analytical data products Who This Book Is For Data science and advanced analytics experts, CIOs, CDOs (chief data officers), chief analytics officers, business analysts, business team leaders, and IT professionals (data engineers, developers, architects, and DBAs) supporting data teams who want to dramatically increase the value their organization derives from data. The book is ideal for data professionals who want to overcome challenges of long delivery time, poor data quality, high maintenance costs, and scaling difficulties in getting data science output and machine learning into customer-facing production.
Streaming Sharing Stealing
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Author : Michael D. Smith
language : en
Publisher: MIT Press
Release Date : 2016-08-05
Streaming Sharing Stealing written by Michael D. Smith and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-08-05 with Business & Economics categories.
How big data is transforming the creative industries, and how those industries can use lessons from Netflix, Amazon, and Apple to fight back. “[The authors explain] gently yet firmly exactly how the internet threatens established ways and what can and cannot be done about it. Their book should be required for anyone who wishes to believe that nothing much has changed.” —The Wall Street Journal “Packed with examples, from the nimble-footed who reacted quickly to adapt their businesses, to laggards who lost empires.” —Financial Times Traditional network television programming has always followed the same script: executives approve a pilot, order a trial number of episodes, and broadcast them, expecting viewers to watch a given show on their television sets at the same time every week. But then came Netflix's House of Cards. Netflix gauged the show's potential from data it had gathered about subscribers' preferences, ordered two seasons without seeing a pilot, and uploaded the first thirteen episodes all at once for viewers to watch whenever they wanted on the devices of their choice. In this book, Michael Smith and Rahul Telang, experts on entertainment analytics, show how the success of House of Cards upended the film and TV industries—and how companies like Amazon and Apple are changing the rules in other entertainment industries, notably publishing and music. We're living through a period of unprecedented technological disruption in the entertainment industries. Just about everything is affected: pricing, production, distribution, piracy. Smith and Telang discuss niche products and the long tail, product differentiation, price discrimination, and incentives for users not to steal content. To survive and succeed, businesses have to adapt rapidly and creatively. Smith and Telang explain how. How can companies discover who their customers are, what they want, and how much they are willing to pay for it? Data. The entertainment industries, must learn to play a little “moneyball.” The bottom line: follow the data.
Intelligence Based Cardiology And Cardiac Surgery
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Author : Anthony C. Chang
language : en
Publisher: Elsevier
Release Date : 2023-09-06
Intelligence Based Cardiology And Cardiac Surgery written by Anthony C. Chang and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-06 with Science categories.
Intelligence-Based Cardiology and Cardiac Surgery: Artificial Intelligence and Human Cognition in Cardiovascular Medicine provides a comprehensive survey of artificial intelligence concepts and methodologies with real-life applications in cardiovascular medicine. Authored by a senior physician-data scientist, the book presents an intellectual and academic interface between the medical and data science domains. The book's content consists of basic concepts of artificial intelligence and human cognition applications in cardiology and cardiac surgery. This portfolio ranges from big data, machine and deep learning, cognitive computing and natural language processing in cardiac disease states such as heart failure, hypertension and pediatric heart care. The book narrows the knowledge and expertise chasm between the data scientists, cardiologists and cardiac surgeons, inspiring clinicians to embrace artificial intelligence methodologies, educate data scientists about the medical ecosystem, and create a transformational paradigm for healthcare and medicine. - Covers a wide range of relevant topics from real-world data, large language models, and supervised machine learning to deep reinforcement and federated learning - Presents artificial intelligence concepts and their applications in many areas in an easy-to-understand format accessible to clinicians and data scientists - Discusses using artificial intelligence and related technologies with cardiology and cardiac surgery in a myriad of venues and situations - Delineates the necessary elements for successfully implementing artificial intelligence in cardiovascular medicine for improved patient outcomes - Presents the regulatory, ethical, legal, and financial issues embedded in artificial intelligence applications in cardiology
Flow Architectures
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Author : James Urquhart
language : en
Publisher: O'Reilly Media
Release Date : 2021-01-06
Flow Architectures written by James Urquhart and has been published by O'Reilly Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-01-06 with Computers categories.
Software development today is embracing events and streaming data, which optimizes not only how technology interacts but also how businesses integrate with one another to meet customer needs. This phenomenon, called flow, consists of patterns and standards that determine which activity and related data is communicated between parties over the internet. This book explores critical implications of that evolution: What happens when events and data streams help you discover new activity sources to enhance existing businesses or drive new markets? What technologies and architectural patterns can position your company for opportunities enabled by flow? James Urquhart, global field CTO at VMware, guides enterprise architects, software developers, and product managers through the process. Learn the benefits of flow dynamics when businesses, governments, and other institutions integrate via events and data streams Understand the value chain for flow integration through Wardley mapping visualization and promise theory modeling Walk through basic concepts behind today's event-driven systems marketplace Learn how today's integration patterns will influence the real-time events flow in the future Explore why companies should architect and build software today to take advantage of flow in coming years
Advances In Information Retrieval
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Author : Claudia Hauff
language : en
Publisher: Springer Nature
Release Date : 2025-04-02
Advances In Information Retrieval written by Claudia Hauff and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-02 with Computers categories.
The five-volume set LNCS 15572, 15573, 15574, 15575 and 15576 constitutes the refereed conference proceedings of the 47th European Conference on Information Retrieval, ECIR 2025, held in Lucca, Italy, during April 6–10, 2025. The 52 full papers, 11 findings, 42 short papers and 76 papers of other types presented in these proceedings were carefully reviewed and selected from 530 submissions. The accepted papers cover the state-of-the-art in information retrieval and recommender systems: user aspects, system and foundational aspects, artificial intelligence and machine learning, applications, evaluation, new social and technical challenges, and other topics of direct or indirect relevance to search and recommendation.
Programming Kotlin
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Author : Stephen Samuel
language : en
Publisher: Packt Publishing Ltd
Release Date : 2017-01-18
Programming Kotlin written by Stephen Samuel and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-18 with Computers categories.
Familiarize yourself with all of Kotlin's features with this in-depth guide About This Book Get a thorough introduction to Kotlin Learn to use Java code alongside Kotlin without any hiccups Get a complete overview of null safety, Generics, and many more interesting features Who This Book Is For The book is for existing Java developers who want to learn more about an alternative JVM language. If you want to see what Kotlin has to offer, this book is ideal for you. What You Will Learn Use new features to write structured and readable object-oriented code Find out how to use lambdas and higher order functions to write clean, reusable, and simple code Write unit tests and integrate Kotlin tests with Java code in a transitioning code base Write real-world production code in Kotlin in the style of microservices Leverage Kotlin's extensions to the Java collections library Use destructuring expressions and find out how to write your own Write code that avoids null pointer errors and see how Java-nullable code can integrate with features in a Kotlin codebase Discover how to write functions in Kotlin, see the new features available, and extend existing libraries Learn to write an algebraic data types and figure out when they should be used In Detail Kotlin has been making waves ever since it was open sourced by JetBrains in 2011; it has been praised by developers across the world and is already being adopted by companies. This book provides a detailed introduction to Kotlin that shows you all its features and will enable you to write Kotlin code to production. We start with the basics: get you familiar with running Kotlin code, setting up, tools, and instructions that you can use to write basic programs. Next, we cover object oriented code: functions, lambdas, and properties – all while using Kotlin's new features. Then, we move on to null safety aspects and type parameterization. We show you how to destructure expressions and even write your own. We also take you through important topics like testing, concurrency, microservices, and a whole lot more. By the end of this book you will be able to compose different services and build your own applications. Style and approach An easy to follow guide that covers the full set of features in Kotlin programming.
Popular Science
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Author :
language : en
Publisher:
Release Date : 2003-12
Popular Science written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-12 with categories.
Popular Science gives our readers the information and tools to improve their technology and their world. The core belief that Popular Science and our readers share: The future is going to be better, and science and technology are the driving forces that will help make it better.
Handbook Of Media Management And Economics
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Author : Alan B. Albarran
language : en
Publisher: Psychology Press
Release Date : 2006
Handbook Of Media Management And Economics written by Alan B. Albarran and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Business & Economics categories.
This handbook provides a synthesis of current work and research in media management and economics, and establishes an agenda for future activities. It will serve as a foundational resource for scholars and students in media management and economics.
Architekturen F R Bi Analytics
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Author : Peter Gluchowski
language : de
Publisher: dpunkt.verlag
Release Date : 2021-11-09
Architekturen F R Bi Analytics written by Peter Gluchowski and has been published by dpunkt.verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-09 with Computers categories.
Erfolgsfaktoren für BI-Architekturen Umfassendes und anwendungsbezogenes Handbuch Einsatz von neuen Technologien wie EAI, Virtualisierung sowie Cloud- und Data-Lake-Architekturen Mit vielen Praxisbeispielen aus der BI & Analytics-Welt Sowohl regulatorische Vorgaben als auch gesteigerte Anforderungen seitens der Fachanwender haben in den letzten Jahren zu immer komplexeren Business-Intelligence- und Analytics-Landschaften geführt, die es zu entwickeln und betreiben gilt. So setzt sich eine heute übliche Architektur aus zahlreichen Einzelkomponenten zusammen, deren Zusammenspiel und funktionale Abdeckung als wesentlicher Erfolgsfaktor für zugehörige BIA-Initiativen zu werten ist. Dieses Buch setzt sich das Ziel, die derzeit gebräuchlichen Architekturmuster zu beschreiben und dabei einen Überblick über die aktuell verwendeten Technologien zu liefern. Dabei werden nicht nur die architektonischen Frameworks der großen Produktanbieter aufgegriffen, sondern darüber hinaus Lösungen für konkrete Anwendungsfälle präsentiert.