{"product_id":"the-definitive-guide-to-google-vertex-ai-accelerate-your-machine-learning-journey-with-google-cloud-vertex-ai-and-mlops-best-practices-paperback","title":"The Definitive Guide to Google Vertex AI: Accelerate your machine learning journey with Google Cloud Vertex AI and MLOps best practices - Paperback","description":"\u003cp\u003eby \u003cb\u003eJasmeet Bhatia\u003c\/b\u003e (Author), \u003cb\u003eKartik Chaudhary\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eImplement machine learning pipelines with Google Cloud Vertex AI\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnderstand the role of an AI platform and MLOps practices in machine learning projects\u003c\/li\u003e\n\u003cli\u003eGet acquainted with Google Vertex AI tools and offerings that help accelerate the creation of end-to-end ML solutions\u003c\/li\u003e\n\u003cli\u003eImplement Vision, NLP, and recommendation-based real-world ML models on Google Cloud Platform\u003c\/li\u003e\n\u003cli\u003ePurchase of the print or Kindle book includes a free PDF eBook\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eWhile AI has become an integral part of every organization today, the development of large-scale ML solutions and management of complex ML workflows in production continue to pose challenges for many. Google's unified data and AI platform, Vertex AI, directly addresses these challenges with its array of MLOPs tools designed for overall workflow management.\u003c\/p\u003e\u003cp\u003eThis book is a comprehensive guide that lets you explore Google Vertex AI's easy-to-advanced level features for end-to-end ML solution development. Throughout this book, you'll discover how Vertex AI empowers you by providing essential tools for critical tasks, including data management, model building, large-scale experimentations, metadata logging, model deployments, and monitoring. You'll learn how to harness the full potential of Vertex AI for developing and deploying no-code, low-code, or fully customized ML solutions. This book takes a hands-on approach to developing u deploying some real-world ML solutions on Google Cloud, leveraging key technologies such as Vision, NLP, generative AI, and recommendation systems. Additionally, this book covers pre-built and turnkey solution offerings as well as guidance on seamlessly integrating them into your ML workflows.\u003c\/p\u003e\u003cp\u003eBy the end of this book, you'll have the confidence to develop and deploy large-scale production-grade ML solutions using the MLOps tooling and best practices from Google.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnderstand the ML lifecycle, challenges, and importance of MLOps\u003c\/li\u003e\n\u003cli\u003eGet started with ML model development quickly using Google Vertex AI\u003c\/li\u003e\n\u003cli\u003eManage datasets, artifacts, and experiments\u003c\/li\u003e\n\u003cli\u003eDevelop no-code, low-code, and custom AI solution on Google Cloud\u003c\/li\u003e\n\u003cli\u003eImplement advanced model optimization techniques and tooling\u003c\/li\u003e\n\u003cli\u003eUnderstand pre-built and turnkey AI solution offerings from Google\u003c\/li\u003e\n\u003cli\u003eBuild and deploy custom ML models for real-world applications\u003c\/li\u003e\n\u003cli\u003eExplore the latest generative AI tools within Vertex AI\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eIf you are a machine learning practitioner who wants to learn end-to-end ML solution development on Google Cloud Platform using MLOps best practices and tools offered by Google Vertex AI, this is the book for you.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 422\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.86 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e December 29, 2023\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":51748572594464,"sku":"9781801815260","price":74.86,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0974\/9764\/5344\/files\/9bc91b1e498fb14958981d11b99bf9fe.webp?v=1779911841","url":"https:\/\/ebocreations.com\/products\/the-definitive-guide-to-google-vertex-ai-accelerate-your-machine-learning-journey-with-google-cloud-vertex-ai-and-mlops-best-practices-paperback","provider":"The E-Book Oasis LLC","version":"1.0","type":"link"}