{"product_id":"mastering-machine-learning-on-aws-advanced-machine-learning-in-python-using-sagemaker-apache-spark-and-tensorflow-paperback-1","title":"Mastering Machine Learning on AWS: Advanced machine learning in Python using SageMaker, Apache Spark, and TensorFlow - Paperback","description":"\u003cdiv\u003e\u003cp style=\"text-align: right;\"\u003e\u003ca href=\"https:\/\/reportcopyrightinfringement.com\/\" target=\"_blank\" rel=\"nofollow\"\u003e\u003cb\u003eReport copyright infringement\u003c\/b\u003e\u003c\/a\u003e\u003c\/p\u003e\u003c\/div\u003e\u003cp\u003eby \u003cb\u003eSaket S. R. Mengle\u003c\/b\u003e (Author), \u003cb\u003eMaximo Gurmendez\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eGain expertise in ML techniques with AWS to create interactive apps using SageMaker, Apache Spark, and TensorFlow.\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eBuild machine learning apps on Amazon Web Services (AWS) using SageMaker, Apache Spark, and TensorFlow \u003c\/li\u003e\n\u003cli\u003eLearn model optimization and understand how to scale your models using simple and secure APIs \u003c\/li\u003e\n\u003cli\u003eDevelop, train, tune, and deploy neural network models to accelerate model performance in the cloud\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eAWS is constantly driving new innovations that empower data scientists to explore a variety of machine learning (ML) cloud services. This book is your comprehensive reference for learning and implementing advanced ML algorithms in AWS cloud. \u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003eAs you go through the chapters, you'll gain insights into how these algorithms can be trained, tuned, and deployed in AWS using Apache Spark on Elastic Map Reduce (EMR), SageMaker, and TensorFlow. While you focus on algorithms such as XGBoost, linear models, factorization machines, and deep nets, the book will also provide you with an overview of AWS as well as detailed practical applications that will help you solve real-world problems. Every practical application includes a series of companion notebooks with all the necessary code to run on AWS. In the next few chapters, you will learn to use SageMaker and EMR Notebooks to perform a range of tasks, right from smart analytics and predictive modeling through to sentiment analysis. \u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003eBy the end of this book, you will be equipped with the skills you need to effectively handle machine learning projects and implement and evaluate algorithms on AWS.\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eManage AI workflows by using AWS cloud to deploy services that feed smart data products \u003c\/li\u003e\n\u003cli\u003eUse SageMaker services to create recommendation models \u003c\/li\u003e\n\u003cli\u003eScale model training and deployment using Apache Spark on EMR \u003c\/li\u003e\n\u003cli\u003eUnderstand how to cluster big data through EMR and seamlessly integrate it with SageMaker \u003c\/li\u003e\n\u003cli\u003eBuild deep learning models on AWS using TensorFlow and deploy them as services \u003c\/li\u003e\n\u003cli\u003eEnhance your apps by combining Apache Spark and Amazon SageMaker \u003c\/li\u003e\n\u003c\/ul\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 306\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.64 x 9.25 x 7.5 IN\u003c\/div\u003e\n            \u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e May 17, 2019\u003c\/div\u003e\n            ","brand":"BooksCloud","offers":[{"title":"Default Title","offer_id":47213324992761,"sku":"9781789349795","price":59.02,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0789\/2782\/3097\/files\/HIU2CGqP2G9781789349795_9acb44af-33b4-45dd-ba64-b2a026be2e01.webp?v=1768104574","url":"https:\/\/bookscloud.io\/products\/mastering-machine-learning-on-aws-advanced-machine-learning-in-python-using-sagemaker-apache-spark-and-tensorflow-paperback-1","provider":"BooksCloud Book Dropshipping","version":"1.0","type":"link"}