{"product_id":"machine-learning-in-microservices-productionizing-microservices-architecture-for-machine-learning-solutions-paperback","title":"Machine Learning in Microservices: Productionizing microservices architecture for machine learning solutions - Paperback","description":"\u003cp\u003eby \u003cb\u003eMohamed Abouahmed\u003c\/b\u003e (Author), \u003cb\u003eOmar Ahmed\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eImplement real-world machine learning in a microservices architecture as well as design, build, and deploy intelligent microservices systems using examples and case studies\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003ePurchase of the print or Kindle book includes a free PDF eBook\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\u003eDesign, build, and run microservices systems that utilize the full potential of machine learning\u003c\/li\u003e\n\u003cli\u003eDiscover the latest models and techniques for combining microservices and machine learning to create scalable systems\u003c\/li\u003e\n\u003cli\u003eImplement machine learning in microservices architecture using open source applications with pros and cons\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\u003eWith the rising need for agile development and very short time-to-market system deployments, incorporating machine learning algorithms into decoupled fine-grained microservices systems provides the perfect technology mix for modern systems. Machine Learning in Microservices is your essential guide to staying ahead of the curve in this ever-evolving world of technology.\u003c\/p\u003e\u003cp\u003eThe book starts by introducing you to the concept of machine learning microservices architecture (MSA) and comparing MSA with service-based and event-driven architectures, along with how to transition into MSA. Next, you'll learn about the different approaches to building MSA and find out how to overcome common practical challenges faced in MSA design. As you advance, you'll get to grips with machine learning (ML) concepts and see how they can help better design and run MSA systems. Finally, the book will take you through practical examples and open source applications that will help you build and run highly efficient, agile microservices systems.\u003c\/p\u003e\u003cp\u003eBy the end of this microservices book, you'll have a clear idea of different models of microservices architecture and machine learning and be able to combine both technologies to deliver a flexible and highly scalable enterprise system.\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\u003eRecognize the importance of MSA and ML and deploy both technologies in enterprise systems\u003c\/li\u003e\n\u003cli\u003eExplore MSA enterprise systems and their general practical challenges\u003c\/li\u003e\n\u003cli\u003eDiscover how to design and develop microservices architecture\u003c\/li\u003e\n\u003cli\u003eUnderstand the different AI algorithms, types, and models and how they can be applied to MSA\u003c\/li\u003e\n\u003cli\u003eIdentify and overcome common MSA deployment challenges using AI and ML algorithms\u003c\/li\u003e\n\u003cli\u003eExplore general open source and commercial tools commonly used in MSA enterprise systems\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\u003eThis book is for machine learning solution architects, system and machine learning developers, and system and solution integrators of private and public sector organizations. Basic knowledge of DevOps, system architecture, and artificial intelligence (AI) systems is assumed, and working knowledge of the Python programming language is highly desired.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 270\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.57 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e March 10, 2023\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42738846203967,"sku":"9781804617748","price":64.78,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/57c9aa0956a4f318167fea6bd7b53719.webp?v=1765154733","url":"https:\/\/dhl-adrianne.myshopify.com\/products\/machine-learning-in-microservices-productionizing-microservices-architecture-for-machine-learning-solutions-paperback","provider":"BBB","version":"1.0","type":"link"}