Búsqueda de LIBROS DEL AUTOR: valliappa lakshmanan

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  • ARCHITECTING DATA AND MACHINE LEARNING PLATFORMS
    ebook
    ARCHITECTING DATA AND MACHINE LEARNING PLATFORMS
    MARCO TRANQUILLIN / VALLIAPPA LAKSHMANAN / FIRAT TEKINER
    All cloud architects need to know how to build data platforms that enable businesses to make data-driven decisions and deliver enterprise-wide intelligence in a fast and efficient way. This handbook shows you how to design, build, and modernize cloud native data and machine learning platforms using AWS, Azure, Google Cloud, and multicloud tools like Snowflake and Databricks. Au...

    $761.00

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  • DATA SCIENCE ON THE GOOGLE CLOUD PLATFORM
    ebook
    DATA SCIENCE ON THE GOOGLE CLOUD PLATFORM
    VALLIAPPA LAKSHMANAN
    Learn how easy it is to apply sophisticated statistical and machine learning methods to real-world problems when you build using Google Cloud Platform (GCP). This hands-on guide shows data engineers and data scientists how to implement an end-to-end data pipeline with cloud native tools on GCP. Throughout this updated second edition, you'll work through a sample business decisi...

    $801.00

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  • PRACTICAL MACHINE LEARNING FOR COMPUTER VISION
    ebook
    PRACTICAL MACHINE LEARNING FOR COMPUTER VISION
    VALLIAPPA LAKSHMANAN / MARTIN GÖRNER / RYAN GILLARD
    This practical book shows you how to employ machine learning models to extract information from images. ML engineers and data scientists will learn how to solve a variety of image problems including classification, object detection, autoencoders, image generation, counting, and captioning with proven ML techniques. This book provides a great introduction to end-to-end deep lear...

    $681.00

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  • DATA GOVERNANCE: THE DEFINITIVE GUIDE
    ebook
    DATA GOVERNANCE: THE DEFINITIVE GUIDE
    EVREN ERYUREK / URI GILAD / VALLIAPPA LAKSHMANAN / ANITA KIBUNGUCHY-GRANT / JESSI ASHDOWN
    As you move data to the cloud, you need to consider a comprehensive approach to data governance, along with well-defined and agreed-upon policies to ensure your organization meets compliance requirements. Data governance incorporates the ways people, processes, and technology work together to ensure data is trustworthy and can be used effectively. This practical guide shows you...

    $801.00

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  • MACHINE LEARNING DESIGN PATTERNS
    ebook
    MACHINE LEARNING DESIGN PATTERNS
    VALLIAPPA LAKSHMANAN / SARA ROBINSON / MICHAEL MUNN
    The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of hundreds of experts into straightforward, approachable advice. In this book, you will ...

    $681.00

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  • GOOGLE BIGQUERY: THE DEFINITIVE GUIDE
    ebook
    GOOGLE BIGQUERY: THE DEFINITIVE GUIDE
    VALLIAPPA LAKSHMANAN / JORDAN TIGANI
    Work with petabyte-scale datasets while building a collaborative, agile workplace in the process. This practical book is the canonical reference to Google BigQuery, the query engine that lets you conduct interactive analysis of large datasets. BigQuery enables enterprises to efficiently store, query, ingest, and learn from their data in a convenient framework. With this book, y...

    $681.00

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  • VISUALIZING GENERATIVE AI
    ebook
    VISUALIZING GENERATIVE AI
    PRIYANKA VERGADIA / VALLIAPPA LAKSHMANAN
    Generative AI has the potential to innovate and evolve business processes, but workers are still figuring out how to build with, optimize, and prompt GenAI tools to fit their needs. And of course, there are pitfalls to avoid, like security risks and hallucinations. Getting it right requires an intuitive understanding of the technology’s capabilities and limitations. This approa...

    $414.00

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  • GENERATIVE AI DESIGN PATTERNS
    ebook
    GENERATIVE AI DESIGN PATTERNS
    VALLIAPPA LAKSHMANAN / HANNES HAPKE
    Generative AI enables powerful new capabilities, but they come with some serious limitations that you'll have to tackle to ship a reliable application or agent. Luckily, experts in the field have compiled a library of 32 tried-and-true design patterns to address the challenges you're likely to encounter when building applications using LLMs, such as hallucinations, nondetermini...

    $908.00

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