{"product_id":"azure-machine-learning-engineering-deploy-fine-tune-and-optimize-ml-models-using-microsoft-azure-paperback","title":"Azure Machine Learning Engineering: Deploy, fine-tune, and optimize ML models using Microsoft Azure - Paperback","description":"\u003cp\u003eby \u003cb\u003eSina Fakhraee\u003c\/b\u003e (Author), \u003cb\u003eBalamurugan Balakreshnan\u003c\/b\u003e (Author), \u003cb\u003eMegan Masanz\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eFully build and productionize end-to-end machine learning solutions using Azure Machine Learning Service\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\u003eAutomate complete machine learning solutions using Microsoft Azure\u003c\/li\u003e\n\u003cli\u003eUnderstand how to productionize machine learning models\u003c\/li\u003e\n\u003cli\u003eGet to grips with monitoring, MLOps, deep learning, distributed training, and reinforcement learning\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\u003eData scientists working on productionizing machine learning (ML) workloads face a breadth of challenges at every step owing to the countless factors involved in getting ML models deployed and running. This book offers solutions to common issues, detailed explanations of essential concepts, and step-by-step instructions to productionize ML workloads using the Azure Machine Learning service. You'll see how data scientists and ML engineers working with Microsoft Azure can train and deploy ML models at scale by putting their knowledge to work with this practical guide.\u003c\/p\u003e\u003cp\u003eThroughout the book, you'll learn how to train, register, and productionize ML models by making use of the power of the Azure Machine Learning service. You'll get to grips with scoring models in real time and batch, explaining models to earn business trust, mitigating model bias, and developing solutions using an MLOps framework.\u003c\/p\u003e\u003cp\u003eBy the end of this Azure Machine Learning book, you'll be ready to build and deploy end-to-end ML solutions into a production system using the Azure Machine Learning service for real-time scenarios.\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\u003eTrain ML models in the Azure Machine Learning service\u003c\/li\u003e\n\u003cli\u003eBuild end-to-end ML pipelines\u003c\/li\u003e\n\u003cli\u003eHost ML models on real-time scoring endpoints\u003c\/li\u003e\n\u003cli\u003eMitigate bias in ML models\u003c\/li\u003e\n\u003cli\u003eGet the hang of using an MLOps framework to productionize models\u003c\/li\u003e\n\u003cli\u003eSimplify ML model explainability using the Azure Machine Learning service and Azure Interpret\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\u003eMachine learning engineers and data scientists who want to move to ML engineering roles will find this AMLS book useful. Familiarity with the Azure ecosystem will assist with understanding the concepts covered.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 362\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.75 x 9.25 x 7.5 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e January 20, 2023\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42739101761599,"sku":"9781803239309","price":72.55,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/93c7ea83052aa4f837472025ff581975.webp?v=1765155611","url":"https:\/\/dhlswag.com\/products\/azure-machine-learning-engineering-deploy-fine-tune-and-optimize-ml-models-using-microsoft-azure-paperback","provider":"BBB","version":"1.0","type":"link"}