Mastering Machine Learning on AWS Book [PDF] Download

Download the fantastic book titled Mastering Machine Learning on AWS written by Dr. Saket S.R. Mengle, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Mastering Machine Learning on AWS", which was released on 20 May 2019. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.

Summary of Mastering Machine Learning on AWS by Dr. Saket S.R. Mengle PDF

Gain expertise in ML techniques with AWS to create interactive apps using SageMaker, Apache Spark, and TensorFlow. Key FeaturesBuild machine learning apps on Amazon Web Services (AWS) using SageMaker, Apache Spark and TensorFlowLearn model optimization, and understand how to scale your models using simple and secure APIsDevelop, train, tune and deploy neural network models to accelerate model performance in the cloudBook Description AWS 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. As 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. By 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. What you will learnManage AI workflows by using AWS cloud to deploy services that feed smart data productsUse SageMaker services to create recommendation modelsScale model training and deployment using Apache Spark on EMRUnderstand how to cluster big data through EMR and seamlessly integrate it with SageMakerBuild deep learning models on AWS using TensorFlow and deploy them as servicesEnhance your apps by combining Apache Spark and Amazon SageMakerWho this book is for This book is for data scientists, machine learning developers, deep learning enthusiasts and AWS users who want to build advanced models and smart applications on the cloud using AWS and its integration services. Some understanding of machine learning concepts, Python programming and AWS will be beneficial.


Detail About Mastering Machine Learning on AWS PDF

  • Author : Dr. Saket S.R. Mengle
  • Publisher : Packt Publishing Ltd
  • Genre : Computers
  • Total Pages : 293 pages
  • ISBN : 1789347505
  • PDF File Size : 40,6 Mb
  • Language : English
  • Rating : 4/5 from 21 reviews

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Mastering Machine Learning on AWS

Mastering Machine Learning on AWS
  • Publisher : Packt Publishing Ltd
  • File Size : 41,7 Mb
  • Release Date : 20 May 2019
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Gain expertise in ML techniques with AWS to create interactive apps using SageMaker, Apache Spark, and TensorFlow. Key FeaturesBuild machine learning apps on Amazon Web Services (AWS) using SageMaker, Apache

Mastering Machine Learning on AWS

Mastering Machine Learning on AWS
  • Publisher : Packt Publishing Ltd
  • File Size : 42,7 Mb
  • Release Date : 20 May 2019
GET BOOK

Gain expertise in ML techniques with AWS to create interactive apps using SageMaker, Apache Spark, and TensorFlow. Key FeaturesBuild machine learning apps on Amazon Web Services (AWS) using SageMaker, Apache

Cloud Native AI and Machine Learning on AWS

Cloud Native AI and Machine Learning on AWS
  • Publisher : BPB Publications
  • File Size : 40,6 Mb
  • Release Date : 14 February 2023
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Bring elasticity and innovation to Machine Learning and AI operations KEY FEATURES ● Coverage includes a wide range of AWS AI and ML services to help you speedily get fully operational

Data Science on AWS

Data Science on AWS
  • Publisher : "O'Reilly Media, Inc."
  • File Size : 28,9 Mb
  • Release Date : 07 April 2021
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With this practical book, AI and machine learning practitioners will learn how to successfully build and deploy data science projects on Amazon Web Services. The Amazon AI and machine learning

Automated Machine Learning on AWS

Automated Machine Learning on AWS
  • Publisher : Packt Publishing Ltd
  • File Size : 41,7 Mb
  • Release Date : 15 April 2022
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Automate the process of building, training, and deploying machine learning applications to production with AWS solutions such as SageMaker Autopilot, AutoGluon, Step Functions, Amazon Managed Workflows for Apache Airflow, and

Hands-On Artificial Intelligence on Amazon Web Services

Hands-On Artificial Intelligence on Amazon Web Services
  • Publisher : Packt Publishing Ltd
  • File Size : 42,9 Mb
  • Release Date : 04 October 2019
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Perform cloud-based machine learning and deep learning using Amazon Web Services such as SageMaker, Lex, Comprehend, Translate, and Polly Key FeaturesExplore popular machine learning and deep learning services with their

Machine Learning in the AWS Cloud

Machine Learning in the AWS Cloud
  • Publisher : John Wiley & Sons
  • File Size : 38,8 Mb
  • Release Date : 11 September 2019
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Put the power of AWS Cloud machine learning services to work in your business and commercial applications! Machine Learning in the AWS Cloud introduces readers to the machine learning (ML)

AWS Certified Machine Learning Study Guide

AWS Certified Machine Learning Study Guide
  • Publisher : John Wiley & Sons
  • File Size : 48,7 Mb
  • Release Date : 19 November 2021
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Succeed on the AWS Machine Learning exam or in your next job as a machine learning specialist on the AWS Cloud platform with this hands-on guide As the most popular

Generative AI on AWS

Generative AI on AWS
  • Publisher : "O'Reilly Media, Inc."
  • File Size : 30,9 Mb
  • Release Date : 13 November 2023
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Companies today are moving rapidly to integrate generative AI into their products and services. But there's a great deal of hype (and misunderstanding) about the impact and promise of this