getting started with amazon redshift

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Getting Started With Amazon Redshift

Author : Stefan Bauer
ISBN : 9781782178095
Genre : Business & Economics
File Size : 21. 80 MB
Format : PDF, ePub, Docs
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Getting Started With Amazon Redshift is a step-by-step, practical guide to the world of Redshift. Learn to load, manage, and query data on Redshift.This book is for CIOs, enterprise architects, developers, and anyone else who needs to get familiar with RedShift. The CIO will gain an understanding of what their technical staff is working on; the technical implementation personnel will get an in-depth view of the technology, and what it will take to implement their own solutions.

Effective Amazon Machine Learning

Author : Alexis Perrier
ISBN : 9781785881794
Genre : Computers
File Size : 47. 62 MB
Format : PDF
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Learn to leverage Amazon's powerful platform for your predictive analytics needs About This Book Create great machine learning models that combine the power of algorithms with interactive tools without worrying about the underlying complexity Learn the What's next? of machine learning—machine learning on the cloud—with this unique guide Create web services that allow you to perform affordable and fast machine learning on the cloud Who This Book Is For This book is intended for data scientists and managers of predictive analytics projects; it will teach beginner- to advanced-level machine learning practitioners how to leverage Amazon Machine Learning and complement their existing Data Science toolbox. No substantive prior knowledge of Machine Learning, Data Science, statistics, or coding is required. What You Will Learn Learn how to use the Amazon Machine Learning service from scratch for predictive analytics Gain hands-on experience of key Data Science concepts Solve classic regression and classification problems Run projects programmatically via the command line and the Python SDK Leverage the Amazon Web Service ecosystem to access extended data sources Implement streaming and advanced projects In Detail Predictive analytics is a complex domain requiring coding skills, an understanding of the mathematical concepts underpinning machine learning algorithms, and the ability to create compelling data visualizations. Following AWS simplifying Machine learning, this book will help you bring predictive analytics projects to fruition in three easy steps: data preparation, model tuning, and model selection. This book will introduce you to the Amazon Machine Learning platform and will implement core data science concepts such as classification, regression, regularization, overfitting, model selection, and evaluation. Furthermore, you will learn to leverage the Amazon Web Service (AWS) ecosystem for extended access to data sources, implement realtime predictions, and run Amazon Machine Learning projects via the command line and the Python SDK. Towards the end of the book, you will also learn how to apply these services to other problems, such as text mining, and to more complex datasets. Style and approach This book will include use cases you can relate to. In a very practical manner, you will explore the various capabilities of Amazon Machine Learning services, allowing you to implementing them in your environment with consummate ease.

Mastering Aws Development

Author : Uchit Vyas
ISBN : 9781782173649
Genre : Computers
File Size : 27. 44 MB
Format : PDF, ePub, Mobi
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This book is a practical guide to developing, administering, and managing applications and infrastructures with AWS. With this, you'll be able to create, design, and manage an entire application life cycle on AWS by using the AWS SDKs, APIs, and the AWS Management Console. You'll start with the basics of the AWS development platform and look into creating stable and scalable infrastructures using EC2, EBS, and Elastic Load Balancers. You'll then deep-dive into designing and developing your own web app and learn about the alarm mechanism, disaster recovery plan, and connecting AWS services through REST-based APIs. Following this, you'll get to grips with CloudFormation, auto scaling, bootstrap AWS EC2 instances, automation and deployment with Chef, and develop your knowledge of big data and Apache Hadoop on AWS Cloud. At the end, you'll have learned about AWS billing, cost-control architecture designs, AWS Security features and troubleshooting methods, and developed AWS-centric applications based on an underlying AWS infrastructure.

Implementing Aws Design Build And Manage Your Infrastructure

Author : Yohan Wadia
ISBN : 9781788831062
Genre : Computers
File Size : 86. 57 MB
Format : PDF, Mobi
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Work through exciting recipes to administer your AWS cloud Key Features Build secure environments using AWS components and services Explore core AWS features with real-world applications and best practices Design and build Lambda functions using real-world examples Book Description With this Learning Path, you’ll explore techniques to easily manage applications on the AWS cloud. You’ll begin with an introduction to serverless computing, its advantages, and the fundamentals of AWS. The following chapters will guide you on how to manage multiple accounts by setting up consolidated billing, enhancing your application delivery skills, with the latest AWS services such as CodeCommit, CodeDeploy, and CodePipeline to provide continuous delivery and deployment, while also securing and monitoring your environment's workflow. It’ll also add to your understanding of the services AWS Lambda provides to developers. To refine your skills further, it demonstrates how to design, write, test, monitor, and troubleshoot Lambda functions. By the end of this Learning Path, you’ll be able to create a highly secure, fault-tolerant, and scalable environment for your applications. This Learning Path includes content from the following Packt products: AWS Administration: The Definitive Guide, Second Edition by Yohan Wadia AWS Administration Cookbook by Rowan Udell, Lucas Chan Mastering AWS Lambda by Yohan Wadia, Udita Gupta What you will learn Explore the benefits of serverless computing and applications Deploy apps with AWS Elastic Beanstalk and Amazon Elastic File System Secure environments with AWS CloudTrail, AWSConfig, and AWS Shield Run big data analytics with Amazon EMR and Amazon Redshift Back up and safeguard data using AWS Data Pipeline Create monitoring and alerting dashboards using CloudWatch Effectively monitor and troubleshoot serverless applications with AWS Design serverless apps via AWS Lambda, DynamoDB, and API Gateway Who this book is for This Learning Path is specifically designed for IT system and network administrators, AWS architects, and DevOps engineers who want to effectively implement AWS in their organization and easily manage daily activities. Familiarity with Linux, web services, cloud computing platforms, virtualization, networking, and other administration-related tasks will assist in understanding the concepts in the book. Prior hands-on experience with AWS core services such as EC2, IAM, S3, and programming languages, such as Node.Js, Java, and C#, will also prove beneficial.

Disruptive Cloud Computing And It

Author : Rajakumar Sampathkumar
ISBN : 9781503566712
Genre : Computers
File Size : 39. 23 MB
Format : PDF
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Cloud Computing is a "daily spoken" and most commonly used terminology in every forum. Every conversation with a CIO has a reference to cloud computing. The objective of this book is to simplify cloud computing, explain what is cloud computing’s impact on Enterprise IT and how business should be prepared to leverage the benefits of cloud in the right way. THIS BOOK WILL BE YOUR KNOWLEDGE GATEWAY TO CLOUD COMPUTING AND NEXT GENERATION INFORMATION TECHNOLOGY MANAGEMENT. Besides core cloud computing concepts and process you will also be presented with latest technologies and tools available today to onboard your assets to cloud and manage cloud better. A cloud computing professional who has worked with several cloud providers and organizations of varied sizes writes this book so expect real life examples, techniques, process and working models for every scenario in strategizing, migrating and managing IT infrastructure in the cloud. The book is carefully structured to gradually take the readers through the basics of cloud computing concepts, terminologies, implementation and management techniques through traditional IT management so that readers can easily connect ends. Several transformational, working models and best practices are discussed throughout the book. If you are looking for a book on cloud computing, #thecloudbook is the right book for you. If you have already purchased any books on cloud computing, read #thecloudbook and then go through the other books, you will understand the other books better. #thecloudbook is a must for every IT professional.

Amazon Redshift Database Developer Guide

Author : Documentation Team
ISBN : 9888408283
Genre : Computers
File Size : 34. 34 MB
Format : PDF, Kindle
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This guide focuses on using Amazon Redshift to create and manage a data warehouse. If you work with databases as a designer, software developer, or administrator, it gives you the information you need to design, build, query, and maintain your data warehouse.

Aws Certified Sysops Administrator Official Study Guide

Author : Stephen Cole
ISBN : 9781119377429
Genre : Computers
File Size : 86. 42 MB
Format : PDF
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Highly Available Architectures -- Network Address Translation (NAT) Gateways -- Elastic Load Balancing -- Auto Scaling -- Session State Management -- Amazon Elastic Compute Cloud Auto Recovery -- Scaling Your Amazon Relational Database Service Deployment -- Multi-Region High Availability -- Amazon Simple Storage Service -- Amazon DynamoDB -- Amazon Route 53 -- Highly Available Connectivity Options -- Redundant Active-Active VPN Connections -- Redundant Active-Active AWS Direct Connect Connections -- AWS Direct Connect with Backup VPN Connection -- Disaster Recovery -- Backup and Restore Method -- Pilot Light Method -- Warm-Standby Method -- Multi-Site Solution Method -- Failing Back from a Disaster -- Summary -- Resources to Review -- Exam Essentials -- Exercises -- Review Questions -- Appendix Answers to the Review Questions -- Chapter 1: Introduction to Systems Operations on AWS -- Chapter 2: Working with AWS Cloud Services -- Chapter 3: Security and AWS Identity and Access Management (IAM) -- Chapter 4: Compute -- Chapter 5: Networking -- Chapter 6: Storage Systems -- Chapter 7: Databases -- Chapter 8: Application Deployment and Management -- Chapter 9: Monitoring and Metrics -- Chapter 10: High Availability -- Index -- Advert -- EULA

Amazon Web Services In Action

Author : Andreas Wittig
ISBN : 1617292885
Genre :
File Size : 65. 95 MB
Format : PDF, ePub, Docs
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Summary Amazon Web Services in Action introduces you to computing, storing, and networking in the AWS cloud. You'll start with a broad overview of AWS and learn how to spin-up servers manually and from the command line. Then you'll explore infrastructure automation with the AWS CloudFormation service, where you can describe a blueprint of your infrastructure as code. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Book Physical data centers require lots of equipment and take time and resources to manage. If you need a data center, but don't want to build your own, Amazon Web Services may be your solution. Whether you're analyzing real-time data, building software as a service, or running an e-commerce site, AWS offers you a reliable cloud-based platform with services that scale. Amazon Web Services in Action introduces you to computing, storing, and networking in the AWS cloud. You'll start with an overview of cloud computing and then begin setting up your account. You'll learn how to automate your infrastructure by programmatically calling the AWS API to control every part of AWS. Next, you'll learn options and techniques for storing your data. You'll also learn how to isolate your systems using private networks to increase security. Finally, this book teaches you how to design for high availability and fault tolerance. What's Inside Overview of cloud concepts and patterns Deploy applications on AWS Integrate Amazon's pre-built services Manage servers on EC2 for cost-effectiveness About the Reader Written for developers and DevOps engineers moving distributed applications to the AWS platform. About the Authors Andreas Wittig and Michael Wittig are software engineers and consultants focused on AWS and web development. Table of Contents PART 1 GETTING STARTED What is Amazon Web Services? A simple example: WordPress in five minutes PART 2 BUILDING VIRTUAL INFRASTRUCTURE WITH SERVERS AND NETWORKING Using virtual servers: EC2 Programming your infrastructure: the command line, SDKs, and CloudFormation Automating deployment: CloudFormation, Elastic Beanstalk, and OpsWorks Securing your system: IAM, security groups, and VPC PART 3 STORING DATA IN THE CLOUD Storing your objects: S3 and Glacier Storing your data on hard drives: EBS and instance store Using a relational database service: RDS Programming for the NoSQL database service: DynamoDB PART 4 ARCHITECTING ON AWS Achieving high availability: availability zones, auto-scaling, and CloudWatch Decoupling your infrastructure: ELB and SQS Designing for fault-tolerance Scaling up and down: auto-scaling and CloudWatch

Aws Administration The Definitive Guide

Author : Yohan Wadia
ISBN : 9781788477178
Genre : Computers
File Size : 83. 76 MB
Format : PDF, Docs
Download : 356
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Leverage this step-by-step guide to build a highly secure, fault-tolerant, and scalable Cloud environment Key Features Learn how to leverage various Amazon Web Services (AWS) components and services to build a secure, reliable, and robust environment to host your applications on. Delve into core AWS service offerings with hands-on tutorials, real-world use case scenarios, and best practices. A self-paced, systematic, and step-by-step guide to learning and implementing AWS in your own environment. Book Description Many businesses are moving from traditional data centers to AWS because of its reliability, vast service offerings, lower costs, and high rate of innovation. AWS can be used to accomplish a variety of both simple and tedious tasks. Whether you are a seasoned system admin or a rookie, this book will help you to learn all the skills you need to work with the AWS cloud. This book guides you through some of the most popular AWS services, such as EC2, Elastic Beanstalk, EFS, CloudTrail, Redshift, EMR, Data Pipeline, and IoT using a simple, real-world, application-hosting example. This book will also enhance your application delivery skills with the latest AWS services, such as CodeCommit, CodeDeploy, and CodePipeline, to provide continuous delivery and deployment, while also securing and monitoring your environment's workflow. Each chapter is designed to provide you with maximal information about each AWS service, coupled with easy to follow, hands-on steps, best practices, tips, and recommendations. By the end of the book, you will be able to create a highly secure, fault-tolerant, and scalable environment for your applications to run on. What you will learn Take an in-depth look at what's new with AWS, along with how to effectively manage and automate your EC2 infrastructure with AWS Systems Manager Deploy and scale your applications with ease using AWS Elastic Beanstalk and Amazon Elastic File System Secure and govern your environments using AWS CloudTrail, AWS Config, and AWS Shield Learn the DevOps way using a combination of AWS CodeCommit, AWS CodeDeploy, and AWS CodePipeline Run big data analytics and workloads using Amazon EMR and Amazon Redshift Learn to back up and safeguard your data using AWS Data Pipeline Get started with the Internet of Things using AWS IoT and AWS Greengrass Who this book is for This book is for those who want to learn and leverage the rich plethora of services provided by AWS. Although no prior experience with AWS is required, it is recommended that you have some hands-on experience of Linux, Web Services, and basic networking.

Amazon Redshift Cluster Management Guide

Author : Documentation Team
ISBN : 9888408577
Genre : Computers
File Size : 49. 66 MB
Format : PDF
Download : 759
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Amazon Redshift is a fully managed, petabyte-scale data warehouse service in the cloud. You can start with just a few hundred gigabytes of data and scale to a petabyte or more. This enables you to use your data to acquire new insights for your business and customers.

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