Mastering Machine Learning on AWS

Mastering Machine Learning on AWS
Author :
Publisher : Packt Publishing Ltd
Total Pages : 293
Release :
ISBN-10 : 9781789347500
ISBN-13 : 1789347505
Rating : 4/5 (505 Downloads)

Book Synopsis Mastering Machine Learning on AWS by : Dr. Saket S.R. Mengle

Download or read book Mastering Machine Learning on AWS written by Dr. Saket S.R. Mengle and published by Packt Publishing Ltd. This book was released on 2019-05-20 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Mastering Machine Learning on AWS Related Books

Mastering Machine Learning on AWS
Language: en
Pages: 293
Authors: Dr. Saket S.R. Mengle
Categories: Computers
Type: BOOK - Published: 2019-05-20 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

Gain expertise in ML techniques with AWS to create interactive apps using SageMaker, Apache Spark, and TensorFlow. Key FeaturesBuild machine learning apps on Am
ReasonML Quick Start Guide
Language: en
Pages: 173
Authors: Raphael Rafatpanah
Categories: Computers
Type: BOOK - Published: 2019-02-28 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

ReasonML, also known as Reason, is a new syntax and toolchain for OCaml that was created by Facebook and is meant to be approachable for web developers. Althoug
Learn Type-Driven Development
Language: en
Pages: 168
Authors: Yawar Amin
Categories: Computers
Type: BOOK - Published: 2018-12-26 - Publisher: Packt Publishing Ltd

DOWNLOAD EBOOK

A fast paced guide for JavaScript developers for writing safe, fast, and reusable code by leveraging ResaonML's strong static type system Key FeaturesReduce cod
Grokking Simplicity
Language: en
Pages: 590
Authors: Eric Normand
Categories: Computers
Type: BOOK - Published: 2021-05-18 - Publisher: Simon and Schuster

DOWNLOAD EBOOK

Distributed across servers, difficult to test, and resistant to modification--modern software is complex. Grokking Simplicity is a friendly, practical guide tha
Speaking JavaScript
Language: en
Pages: 577
Authors: Axel Rauschmayer
Categories: Computers
Type: BOOK - Published: 2014-02-25 - Publisher: "O'Reilly Media, Inc."

DOWNLOAD EBOOK

Like it or not, JavaScript is everywhere these days—from browser to server to mobile—and now you, too, need to learn the language or dive deeper than you ha