Aws Basics

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Introduction to Amazon Web Services Beginner's Guide Book

Author : George Sammons
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781539751953
Total Pages : 86 pages
Book Rating : 4.7/5 (519 download)

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Book Synopsis Introduction to Amazon Web Services Beginner's Guide Book by : George Sammons

Download or read book Introduction to Amazon Web Services Beginner's Guide Book written by George Sammons and published by Createspace Independent Publishing Platform. This book was released on 2016-11-10 with total page 86 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a guide to AWs (Amazon Web Services). It begins by guiding you on how to perform error retries. Sometimes, requests made to AWS may fail, and this calls for you to retry sending the requests. However, you should make the maximum number of retries and some other parameters. These are discussed in this book. The best security credentials for use in AWS are examined, so you will know the best practices for ensuring that these are secure. The AWS requests also need to be signed, which is a good way for ensuring that the requests are not tampered with while in transit. This book guides you on how to sign both AWS requests and the AWS API requests. You will also learn how to verify whether the request was interfered with or not on the receiving end. The ARN (Amazon Resource Name) and namespaces, which are used for the purpose of uniquely identifying resources are explored in this book. The process of using Unbound guidelines for the purpose of auditing the security of your AWS services is also discussed. The book also provides you with a guide on how to set up DNS Resolution between AWS and On-Premises Networks. The following topics are discussed in this book: - Error Retries in AWS - AWS Security Credentials - Setting Up DNS Resolution Between AWS and On-Premises Networks Using Unbound - Guidelines for Security Audit - AWS Service Namaspace and Amazon Resource Names (ARN) - How to Sign AWS API Requests

AWS Cookbook

Author : John Culkin
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1492092576
Total Pages : 355 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis AWS Cookbook by : John Culkin

Download or read book AWS Cookbook written by John Culkin and published by "O'Reilly Media, Inc.". This book was released on 2021-12-02 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: This practical guide provides over 100 self-contained recipes to help you creatively solve issues you may encounter in your AWS cloud endeavors. If you're comfortable with rudimentary scripting and general cloud concepts, this cookbook will give you what you need to both address foundational tasks and create high-level capabilities. AWS Cookbook provides real-world examples that incorporate best practices. Each recipe includes code that you can safely execute in a sandbox AWS account to ensure that it works. From there, you can customize the code to help construct your application or fix your specific existing problem. Recipes also include a discussion that explains the approach and provides context. This cookbook takes you beyond theory, providing the nuts and bolts you need to successfully build on AWS. You'll find recipes for: Organizing multiple accounts for enterprise deployments Locking down S3 buckets Analyzing IAM roles Autoscaling a containerized service Summarizing news articles Standing up a virtual call center Creating a chatbot that can pull answers from a knowledge repository Automating security group rule monitoring, looking for rogue traffic flows And more.

AWS Basics

Author : Gordon Wong
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781542885751
Total Pages : 0 pages
Book Rating : 4.8/5 (857 download)

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Book Synopsis AWS Basics by : Gordon Wong

Download or read book AWS Basics written by Gordon Wong and published by Createspace Independent Publishing Platform. This book was released on 2017-02-09 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an exploration of the Amazon Elastic Compute Cloud (EC2). The first part of the book is a guide for you on what the Amazon EC2 is. This allow those who are not aware of what Ec2 is to learn more about it. The book then guides you on how to get started with Amazon EC2. If you are a user, you will learn the tasks that you have to do to begin using it. Of course, one begins by creating an Amazon Web Services (AWS) account. This book guides you on how to create your AWS account. Each account on AWS must belong to a security group. This defines how access is done. This book also guides you on how to create such a security group. The security groups are associated with accounts. You are guided on how to add your account to a particular security group. An identity and access management user is also good for an AWS account. This book guides you on the steps for creating one. After the second chapter, you will have learned how to setup your AWS EC2 account, and it will be working as you expected. The book then guides you on how to deploy a MEAN App to the Amazon EC2. In this chapter, you will be using theMongoDB. You will learn how to use it as DaaS, and how to install it and use it in your EC2 Instance. The book also guides you on how to run a Tableau Server on EC2 Instances. The following topics are discussed in this book: - What is Amazon Elastic Compute Cloud? - Account Setup in Amazon EC2 - Deployment of MEAN App to the Amazon EC2 - Running Tableau Server on EC2 Instances

Pragmatic AI

Author : Noah Gift
Publisher : Addison-Wesley Professional
ISBN 13 : 0134863917
Total Pages : 720 pages
Book Rating : 4.1/5 (348 download)

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Book Synopsis Pragmatic AI by : Noah Gift

Download or read book Pragmatic AI written by Noah Gift and published by Addison-Wesley Professional. This book was released on 2018-07-12 with total page 720 pages. Available in PDF, EPUB and Kindle. Book excerpt: Master Powerful Off-the-Shelf Business Solutions for AI and Machine Learning Pragmatic AI will help you solve real-world problems with contemporary machine learning, artificial intelligence, and cloud computing tools. Noah Gift demystifies all the concepts and tools you need to get results—even if you don’t have a strong background in math or data science. Gift illuminates powerful off-the-shelf cloud offerings from Amazon, Google, and Microsoft, and demonstrates proven techniques using the Python data science ecosystem. His workflows and examples help you streamline and simplify every step, from deployment to production, and build exceptionally scalable solutions. As you learn how machine language (ML) solutions work, you’ll gain a more intuitive understanding of what you can achieve with them and how to maximize their value. Building on these fundamentals, you’ll walk step-by-step through building cloud-based AI/ML applications to address realistic issues in sports marketing, project management, product pricing, real estate, and beyond. Whether you’re a business professional, decision-maker, student, or programmer, Gift’s expert guidance and wide-ranging case studies will prepare you to solve data science problems in virtually any environment. Get and configure all the tools you’ll need Quickly review all the Python you need to start building machine learning applications Master the AI and ML toolchain and project lifecycle Work with Python data science tools such as IPython, Pandas, Numpy, Juypter Notebook, and Sklearn Incorporate a pragmatic feedback loop that continually improves the efficiency of your workflows and systems Develop cloud AI solutions with Google Cloud Platform, including TPU, Colaboratory, and Datalab services Define Amazon Web Services cloud AI workflows, including spot instances, code pipelines, boto, and more Work with Microsoft Azure AI APIs Walk through building six real-world AI applications, from start to finish Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.

Amazon Web Services For Dummies

Author : Bernard Golden
Publisher : John Wiley & Sons
ISBN 13 : 1118651987
Total Pages : 384 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Amazon Web Services For Dummies by : Bernard Golden

Download or read book Amazon Web Services For Dummies written by Bernard Golden and published by John Wiley & Sons. This book was released on 2013-08-09 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Create dynamic cloud-based websites with Amazon Web Services and this friendly guide! As the largest cloud computing platform in the world, Amazon Web Services (AWS) provides one of the most popular web services options available. This easy-to-understand guide is the perfect introduction to the Amazon Web Services platform and all it can do for you. You'll learn about the Amazon Web Services tool set; how different web services (including S3, Amazon EC2, and Amazon Flexible Payments) and Glacier work; and how you can implement AWS in your organization. Explains how to use Amazon Web Services to store objects, take payments, manage large quantities of data, send e-mails, deploy push notifications, and more from your website Details how AWS can reduce costs, improve efficiency, increase productivity, and cut down on expensive hardware investments - and administrative headaches - in your organization Includes practical examples and helpful step-by-step lists to help you experiment with different AWS features and create a robust website that meets your needs Amazon Web Services For Dummies is exactly what you need to get your head in the cloud with Amazon Web Services!

Practical AWS Networking

Author : Mitesh Soni
Publisher : Packt Publishing Ltd
ISBN 13 : 1788479025
Total Pages : 250 pages
Book Rating : 4.7/5 (884 download)

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Book Synopsis Practical AWS Networking by : Mitesh Soni

Download or read book Practical AWS Networking written by Mitesh Soni and published by Packt Publishing Ltd. This book was released on 2018-01-04 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: Your one step guide to learn all about AWS networking. Key Features Master your networking skills on Public Cloud Gain hands-on experience of using Amazon VPC, Elastic Load Balancing, Direct Connect and other AWS products Implement troubleshooting skills and best practices for security on AWS network Book Description Amazon Web Services (AWS) dominates the public cloud market by a huge margin and continues to be the first choice for many organizations. Networking has been an area of focus for all the leading cloud service providers. AWS has a suite of network-related products which help in performing network related task on AWS. This book initially covers the basics of networking in AWS. Then we use AWS VPC to create an isolated virtual cloud for performing network-related tasks. We then provide an overview of AWS Direct Connect after taking a deep dive into scalability and load balancing using the auto scaling feature, Elastic Load Balancing, and Amazon Route S3. Toward the end of the book, we cover troubleshooting tips and security best practices for your network. By the end of this book, you will have hands-on experience of working with network tasks on AWS. What you will learn Overview of all networking services available in AWS Gain work with load balance applications across different regions Learn auto scale instances based on increases and decreases in traffic Deploy applications in a highly available and fault tolerant manner Configure Route 53 for a web application Troubleshooting tips and best practices Who this book is for This book is for cloud architects, cloud solution providers, or any stakeholders dealing with networking on AWS Cloud. A prior idea of Amazon Web Services will be an added advantage.

Learning Amazon Web Services (AWS)

Author : Mark Wilkins
Publisher : Addison-Wesley Professional
ISBN 13 : 0135301092
Total Pages : 606 pages
Book Rating : 4.1/5 (353 download)

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Book Synopsis Learning Amazon Web Services (AWS) by : Mark Wilkins

Download or read book Learning Amazon Web Services (AWS) written by Mark Wilkins and published by Addison-Wesley Professional. This book was released on 2019-07-02 with total page 606 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Practical, Foundational Technical Introduction to the World’s #1 Cloud Platform Includes access to several hours of online training video: Mark Wilkins’ expert training video library guides you through setting up core services and prepares you to deploy your own apps and resources. Learning Amazon Web Services (AWS) is the perfect foundational resource for all administrators, developers, project managers, and other IT professionals who want to plan and deploy AWS services and/or earn AWS certification. Top cloud trainer and evangelist Mark Wilkins teaches best practices that align with Amazon’s Well-Architected Framework, introduces key concepts in the context of a running case study, carefully explains how core AWS services operate and integrate, and offers extensively tested tips for maximizing flexibility, security, and value. Companion online videos guide you step-by-step through setting AWS compute, storage, networking, scale, security, automation, and more. Balance cost, compliance, and latency in your service designs Choose the right networking options for your virtual private cloud (VPC) Build, host, launch, manage, and budget for EC2 compute services Plan for scale and resiliency, and make informed decisions about AWS storage Enforce strict security, and automate to improve operational efficiency This book with companion training videos is a valuable learning tool for anyone seeking to demonstrate expertise through formal certification. WEB EDITION: All buyers of the book or ebook can register your book for access to a free online Web Edition of this title, which included videos embedded within the text, plus updates as they become available.

The Aws Handbook

Author : Cloud Experts
Publisher : Independently Published
ISBN 13 : 9781730892776
Total Pages : 132 pages
Book Rating : 4.8/5 (927 download)

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Book Synopsis The Aws Handbook by : Cloud Experts

Download or read book The Aws Handbook written by Cloud Experts and published by Independently Published. This book was released on 2018-11-07 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn about the core AWS's services like compute, storage, networking services and how they work with other services like Identity, Mobile, Routing, and Security. This course provides you with a good grasp an all you need to know of AWS services.This book has been designed by three AWS Solution Certified Architects who have a combined industry experience of 17 years. We aim to provide you with just the right depth of knowledge you need to have.

Developing on AWS with C#

Author : Noah Gift
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1492095842
Total Pages : 259 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Developing on AWS with C# by : Noah Gift

Download or read book Developing on AWS with C# written by Noah Gift and published by "O'Reilly Media, Inc.". This book was released on 2022-10-04 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many organizations today have begun to modernize their Windows workloads to take full advantage of cloud economics. If you're a C# developer at one of these companies, you need options for rehosting, replatforming, and refactoring your existing .NET Framework applications. This practical book guides you through the process of converting your monolithic application to microservices on AWS. Authors Noah Gift, founder of Pragmatic AI Labs, and James Charlesworth, engineering manager at Pendo, take you through the depth and breadth of .NET tools on AWS. You'll examine modernization techniques and pathways for incorporating Linux and Windows containers and serverless architecture to build, maintain, and scale modern .NET apps on AWS. With this book, you'll learn how to make your applications more modern, resilient, and cost-effective. Get started building solutions with C# on AWS Learn DevOps best practices for AWS Explore the development tools and services that AWS provides Successfully migrate a legacy .NET application to AWS Develop serverless .NET microservices on AWS Containerize your .NET applications and move into the cloud Monitor and test your AWS .NET applications Build cloud native solutions that combine the best of the .NET platform and AWS

Aws

Author : Adam Garren
Publisher :
ISBN 13 :
Total Pages : 233 pages
Book Rating : 4.6/5 (23 download)

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Book Synopsis Aws by : Adam Garren

Download or read book Aws written by Adam Garren and published by . This book was released on 2020-03-09 with total page 233 pages. Available in PDF, EPUB and Kindle. Book excerpt: You Are About To Become an Expert at Amazon Web Services and Transform Your Business!! Do you wish to take your business to the cloud and are seriously considering AWS but don't know much about it? Do you want to learn why AWS is the market leader in cloud computing and how you, too can benefit from it? Are you wondering whether AWS is a good fit for your business, irrespective of its size? Do you wish to understand the technical as well as the nontechnical bits of AWS so as to make the right choice? If you answered YES, keep reading! With Amazon owning close to 50% of all public-cloud infrastructure in the world, any conversation about cloud computing can't be complete without putting Amazon's AWS at the center of the conversation. Why is that so, you might wonder? Simple; because AWS is trusted by companies, big or small, because of its array of features and because AWS is the most reliable, cost-effective, scalable, adaptable, and secure cloud computing solution for deploying secured web solutions even with minimal support, no matter your requirements! And by virtue that you are reading this, it is clear that you have a big appetite for growth and are wondering what it is that makes AWS so unique, how it works, how you can adopt it, and more. Lucky for you, this book will teach you that and much more! So if questions like.... How exactly does AWS compare with other cloud computing platforms? What's so unique about AWS that some of the biggest and fastest-growing companies in the world are using it to sustain their growth? How can you adopt it in your business? Where do you even start in your AWS adoption journey? And many others are going through your mind, you are in luck because this book covers all that in-depth so keep reading. Here's a bit of what this book will teach you: The basics of AWS, including what it is, what it does, its service offerings, and how it came about The ins and outs of infrastructure as code Creating a blogging infrastructure in AWS The ins and outs of the concept of instance termination in AWS Using virtual servers: EC2 to fast track your business growth How to use Ssh to connect to a remote server in Linux or Windows and why how that will benefit your business An insider look into AWS Elastic beanstalk Best practices for securing your AWS account and its resources The ins and outs of Amazon S3, the object storage built to store and retrieve any amount of data from anywhere, including how to store and retrieve a file with Amazon S3 A comprehensive background into the concept of solid state drive in AWS The basics of Amazon relational database service and how it can benefit you How to revert a database to a database snapshot in AWS The ins and outs of creating a high-availability database cluster with amazon aurora How to create alarms that stop, terminate, reboot or recover an instance ...And so much more! And this book will take you through everything you need to know about AWS, whether you are an end-user (business owner or executive) or a tech expert, irrespective of the size of your business, even if AWS seems too complicated right now! Click Buy Now With 1-Click or Buy Now to get started!

AWS

Author : Raoul Alongi
Publisher : MCP
ISBN 13 :
Total Pages : 224 pages
Book Rating : 4./5 ( download)

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Book Synopsis AWS by : Raoul Alongi

Download or read book AWS written by Raoul Alongi and published by MCP. This book was released on with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: STRUGGLING TO COME TO GRIPS WITH CLOUD TECHNOLOGY? Amazon Web Services offer on-demand cloud services created with customer satisfaction in mind. AWS is one of the best cloud services out there, but starting the tech can be tricky if you don't have the right guide. This book was written exactly for anyone wanting to use cloud systems in their place of work, for the first time. It's one of the only books on the market that holds your hand and guides you step by step to setting up Amazon Web Services for yourself. You won't get this quality of cloud computing information anywhere else! It gets straight to the point allowing you get finished with setting up the ground-breaking technology FASTER. No hype! No fuss! Just pure value! This amazing book will cover: > Fundamentals of cloud computing; > Basic terminologies for the AWS cloud platform; > Cloud computing security (VERY IMPORTANT for businesses!); > Basics of SaaS, PaaS, IaaS cloud computing services; > Cloud computing development models; > Mobile Services with AWS Amplify, Pinpoint and AWS AppSync; > Network and Content Delivery; > Developer tools such as AWS Code Commit and AWS X-Ray; > Management tools such as Cloud Formation and AWS control tower; > Using managed Blockchain for Amazon Quantum Ledger Databases (QLDB); > Security, Identity and compliance; > Business applications such as Alexa, Amazon Chime and Toll (video conferencing); > Cost Management (Often Overlooked!); > Desktop and App streaming; > Which one is better? Artificial intelligence or Machine Learning?; > Game Dev (Fantastic for Indie Developers!); > Internet of things (IOT); > And so much more! Finally, you will be able to effectively utilise the resource that is AWS cloud services, in record time and you'll have fun along the way!

Amazon Web Services in Action

Author : Michael Wittig
Publisher : Simon and Schuster
ISBN 13 : 1638357196
Total Pages : 794 pages
Book Rating : 4.6/5 (383 download)

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Book Synopsis Amazon Web Services in Action by : Michael Wittig

Download or read book Amazon Web Services in Action written by Michael Wittig and published by Simon and Schuster. This book was released on 2018-09-15 with total page 794 pages. Available in PDF, EPUB and Kindle. Book excerpt: Summary Amazon Web Services in Action, Second Edition is a comprehensive introduction to computing, storing, and networking in the AWS cloud. You'll find clear, relevant coverage of all the essential AWS services you to know, emphasizing best practices for security, high availability and scalability. Foreword by Ben Whaley, AWS community hero and author. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology The largest and most mature of the cloud platforms, AWS offers over 100 prebuilt services, practically limitless compute resources, bottomless secure storage, as well as top-notch automation capabilities. This book shows you how to develop, host, and manage applications on AWS. About the Book Amazon Web Services in Action, Second Edition is a comprehensive introduction to deploying web applications in the AWS cloud. You'll find clear, relevant coverage of all essential AWS services, with a focus on automation, security, high availability, and scalability. This thoroughly revised edition covers the latest additions to AWS, including serverless infrastructure with AWS Lambda, sharing data with EFS, and in-memory storage with ElastiCache. What's inside Completely revised bestseller Secure and scale distributed applications Deploy applications on AWS Design for failure to achieve high availability Automate your infrastructure About the Reader Written for mid-level developers and DevOps engineers. About the Author Andreas Wittig and Michael Wittig are software engineers and DevOps consultants focused on AWS. Together, they migrated the first bank in Germany to AWS in 2013. Table of Contents PART 1 - GETTING STARTED What is Amazon Web Services? A simple example: WordPress in five minutes PART 2 - BUILDING VIRTUAL INFRASTRUCTURE CONSISTING OF COMPUTERS AND NETWORKING Using virtual machines: 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 Automating operational tasks with Lambda PART 3 - STORING DATA IN THE CLOUD Storing your objects: S3 and Glacier Storing data on hard drives: EBS and instance store Sharing data volumes between machines: EFS Using a relational database service: RDS Caching data in memory: Amazon ElastiCache Programming for the NoSQL database service: DynamoDB PART 4 - ARCHITECTING ON AWS Achieving high availability: availability zones, auto-scaling, and CloudWatch Decoupling your infrastructure: Elastic Load Balancing and Simple Queue Service Designing for fault tolerance Scaling up and down: auto-scaling and CloudWatch

Cloud Computing Basics

Author : Simplilearn
Publisher : IndraStra Whitepapers
ISBN 13 :
Total Pages : 25 pages
Book Rating : 4.5/5 (778 download)

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Book Synopsis Cloud Computing Basics by : Simplilearn

Download or read book Cloud Computing Basics written by Simplilearn and published by IndraStra Whitepapers. This book was released on 2020-12-14 with total page 25 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent times, the popularity of cloud computing has increased for businesses due to several reasons, such as cost savings, increased productivity, the enhanced speed with better efficiency, performance, as well as security. Along with Amazon Web Services (AWS), Salesforce’s CRM system and Microsoft Azure are also popular public cloud offerings. And due to the cloud’s increasing popularity, companies all around the world are in search of more cloud computing experts, as more organizations are now switching from the classical server infrastructure to cloud solutions to implement critical applications. With three business models: Platform as a Service (PaaS), software as a Service (SaaS), and Infrastructure as a Service (IaaS), it is likely that in the future, the system and network administrator jobs will be replaced if you are not updated with your skills. Cloud computing is helping businesses automate and configure their systems, as many are now transforming their onsite data center to clouds. Hence, there will be a huge demand for experts configuring Cloud Computing Infrastructure and APIs into their applications and storage. This cloud computing guide aims to help readers understand everything about cloud computing, from basic concepts to terminologies, various cloud tools and services, and also ways to build and scale up your cloud career.

AWS Certified Solutions Architect Official Study Guide

Author : Joe Baron
Publisher : John Wiley & Sons
ISBN 13 : 1119138558
Total Pages : 512 pages
Book Rating : 4.1/5 (191 download)

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Book Synopsis AWS Certified Solutions Architect Official Study Guide by : Joe Baron

Download or read book AWS Certified Solutions Architect Official Study Guide written by Joe Baron and published by John Wiley & Sons. This book was released on 2016-10-17 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: Validate your AWS skills. This is your opportunity to take the next step in your career by expanding and validating your skills on the AWS cloud. AWS has been the frontrunner in cloud computing products and services, and the AWS Certified Solutions Architect Official Study Guide for the Associate exam will get you fully prepared through expert content, and real-world knowledge, key exam essentials, chapter review questions, access to Sybex’s interactive online learning environment, and much more. This official study guide, written by AWS experts, covers exam concepts, and provides key review on exam topics, including: Mapping Multi-Tier Architectures to AWS Services, such as web/app servers, firewalls, caches and load balancers Understanding managed RDBMS through AWS RDS (MySQL, Oracle, SQL Server, Postgres, Aurora) Understanding Loose Coupling and Stateless Systems Comparing Different Consistency Models in AWS Services Understanding how AWS CloudFront can make your application more cost efficient, faster and secure Implementing Route tables, Access Control Lists, Firewalls, NAT, and DNS Applying AWS Security Features along with traditional Information and Application Security Using Compute, Networking, Storage, and Database AWS services Architecting Large Scale Distributed Systems Understanding of Elasticity and Scalability Concepts Understanding of Network Technologies Relating to AWS Deploying and Managing Services with tools such as CloudFormation, OpsWorks and Elastic Beanstalk. Learn from the AWS subject-matter experts, review with proven study tools, and apply real-world scenarios. If you are looking to take the AWS Certified Solutions Architect Associate exam, this guide is what you need for comprehensive content and robust study tools that will help you gain the edge on exam day and throughout your career.

Hands-On Artificial Intelligence for Beginners

Author : Patrick D. Smith
Publisher : Packt Publishing Ltd
ISBN 13 : 1788992261
Total Pages : 362 pages
Book Rating : 4.7/5 (889 download)

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Book Synopsis Hands-On Artificial Intelligence for Beginners by : Patrick D. Smith

Download or read book Hands-On Artificial Intelligence for Beginners written by Patrick D. Smith and published by Packt Publishing Ltd. This book was released on 2018-10-31 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Grasp the fundamentals of Artificial Intelligence and build your own intelligent systems with ease Key FeaturesEnter the world of AI with the help of solid concepts and real-world use casesExplore AI components to build real-world automated intelligenceBecome well versed with machine learning and deep learning conceptsBook Description Virtual Assistants, such as Alexa and Siri, process our requests, Google's cars have started to read addresses, and Amazon's prices and Netflix's recommended videos are decided by AI. Artificial Intelligence is one of the most exciting technologies and is becoming increasingly significant in the modern world. Hands-On Artificial Intelligence for Beginners will teach you what Artificial Intelligence is and how to design and build intelligent applications. This book will teach you to harness packages such as TensorFlow in order to create powerful AI systems. You will begin with reviewing the recent changes in AI and learning how artificial neural networks (ANNs) have enabled more intelligent AI. You'll explore feedforward, recurrent, convolutional, and generative neural networks (FFNNs, RNNs, CNNs, and GNNs), as well as reinforcement learning methods. In the concluding chapters, you'll learn how to implement these methods for a variety of tasks, such as generating text for chatbots, and playing board and video games. By the end of this book, you will be able to understand exactly what you need to consider when optimizing ANNs and how to deploy and maintain AI applications. What you will learnUse TensorFlow packages to create AI systemsBuild feedforward, convolutional, and recurrent neural networksImplement generative models for text generationBuild reinforcement learning algorithms to play gamesAssemble RNNs, CNNs, and decoders to create an intelligent assistantUtilize RNNs to predict stock market behaviorCreate and scale training pipelines and deployment architectures for AI systemsWho this book is for This book is designed for beginners in AI, aspiring AI developers, as well as machine learning enthusiasts with an interest in leveraging various algorithms to build powerful AI applications.

Data Science on AWS

Author : Chris Fregly
Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1492079340
Total Pages : 524 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Data Science on AWS by : Chris Fregly

Download or read book Data Science on AWS written by Chris Fregly and published by "O'Reilly Media, Inc.". This book was released on 2021-04-07 with total page 524 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 stack unifies data science, data engineering, and application development to help level upyour skills. This guide shows you how to build and run pipelines in the cloud, then integrate the results into applications in minutes instead of days. Throughout the book, authors Chris Fregly and Antje Barth demonstrate how to reduce cost and improve performance. Apply the Amazon AI and ML stack to real-world use cases for natural language processing, computer vision, fraud detection, conversational devices, and more Use automated machine learning to implement a specific subset of use cases with SageMaker Autopilot Dive deep into the complete model development lifecycle for a BERT-based NLP use case including data ingestion, analysis, model training, and deployment Tie everything together into a repeatable machine learning operations pipeline Explore real-time ML, anomaly detection, and streaming analytics on data streams with Amazon Kinesis and Managed Streaming for Apache Kafka Learn security best practices for data science projects and workflows including identity and access management, authentication, authorization, and more

AWS Certified Cloud Practitioner Exam Guide

Author : Rajesh Daswani
Publisher : Packt Publishing Ltd
ISBN 13 : 1801075247
Total Pages : 630 pages
Book Rating : 4.8/5 (1 download)

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Book Synopsis AWS Certified Cloud Practitioner Exam Guide by : Rajesh Daswani

Download or read book AWS Certified Cloud Practitioner Exam Guide written by Rajesh Daswani and published by Packt Publishing Ltd. This book was released on 2022-01-13 with total page 630 pages. Available in PDF, EPUB and Kindle. Book excerpt: Develop proficiency in AWS technologies and validate your skills by becoming an AWS Certified Cloud Practitioner Key FeaturesDevelop the skills to design highly available and fault-tolerant solutions in the cloudLearn how to adopt best-practice security measures in your cloud applicationsAchieve credibility through industry-recognized AWS Cloud Practitioner certificationBook Description Amazon Web Services is the largest cloud computing service provider in the world. Its foundational certification, AWS Certified Cloud Practitioner (CLF-C01), is the first step to fast-tracking your career in cloud computing. This certification will add value even to those in non-IT roles, including professionals from sales, legal, and finance who may be working with cloud computing or AWS projects. If you are a seasoned IT professional, this certification will make it easier for you to prepare for more technical certifications to progress up the AWS ladder and improve your career prospects. The book is divided into four parts. The first part focuses on the fundamentals of cloud computing and the AWS global infrastructure. The second part examines key AWS technology services, including compute, network, storage, and database services. The third part covers AWS security, the shared responsibility model, and several security tools. In the final part, you'll study the fundamentals of cloud economics and AWS pricing models and billing practices. Complete with exercises that highlight best practices for designing solutions, detailed use cases for each of the AWS services, quizzes, and two complete practice tests, this CLF-C01 exam study guide will help you gain the knowledge and hands-on experience necessary to ace the AWS Certified Cloud Practitioner exam. What you will learnCreate an AWS account to access AWS cloud services in a secure and isolated environmentUnderstand identity and access management (IAM), encryption, and multifactor authentication (MFA) protectionConfigure multifactor authentication for your IAM accountsConfigure AWS services such as EC2, ECS, Lambda, VPCs, and Route53Explore various storage and database services such as S3, EBS, and Amazon RDSStudy the fundamentals of modern application design to shift from a monolithic to microservices architectureDesign highly available solutions with decoupling ingrained in your design architectureWho this book is for If you're looking to advance your career and gain expertise in cloud computing, with particular focus on the AWS platform, this book is for you. This guide will help you ace the AWS Certified Cloud Practitioner Certification exam, enabling you to embark on a rewarding career in cloud computing. No previous IT experience is essential to get started with this book, since it covers core IT fundamentals from the ground up.