By Packt Publishing | in eBooks
Managing physical servers will be a thing of the past once you’re able to harness the power of serverless computing. If you’re already prepped with the basics of serverless computing, Serverless Programming Cookbook will help you take the next step ahead. This recipe-based guide provides solutions to problems you might face while building serverless applications. The book also introduces you to the latest technology trends such as Data Streams, Machine Learning, and NLP. You will also see patterns and practices for using various services in a real-world application.
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Heartin Kanikathottu is an author, architect, and tech evangelist with over 12 years of IT experience. He has worked for companies including VMware, IG Infotech, Software AG, SAP Ariba, American Express, and TCS. His degrees include a B-Tech in computer science, an MS in cloud computing, and an M-Tech in software systems. He has over 10 professional certifications in the areas of the cloud, security, coding, and design from providers such as AWS, Pivotal, Oracle, Microsoft, IBM, and Sun. His blogs on computer science, the cloud, and programming have followers from countries across the globe. He mentors others and leads technical sessions at work, meetups, and conferences. He likes reading and maintains a big library of technical, fictional, and motivational books.By Packt Publishing | in eBooks
AWS certifications are becoming one of the must-have certifications for any IT professional working on an AWS Cloud platform. This book will act as your one-stop preparation guide to validate your technical expertise in deployment, management, and operations on the AWS platform. It will revolve around concepts like teaching you to deploy, manage, and operate scalable, highly available, and fault-tolerant systems on AWS. Along with exam-specific content, this book will also deep dive into real-world scenarios and hands-on instructions.
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Marko Sluga has had the opportunity to work in computing at a very exciting time and has been privileged enough to witness the rise of cloud computing in the last 20 years. Beginning his career as a service technician, he excelled at solving difficult problems. He worked his way up the IT food chain to work on servers, operating systems, virtualization, and the cloud. In the past, Marko has architected numerous cloud computing solutions, and today works as a cloud technology consultant and an Authorized Amazon Instructor. He is AWS-certified, holding the Architect, SysOps, and Developer Associate AWS certifications, the DevOps and Architect Professional AWS certification, and the Security, Advanced Networking, and Big Data Specialty AWS certifications.By Packt Publishing | in eBooks
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 the 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.
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Dr. Saket S.R. Mengle holds a Ph.D. in text mining from Illinois Institute of Technology, Chicago. He has worked in a variety of fields, including text classification, information retrieval, large-scale machine learning, and linear optimization. He currently works as a senior principal data scientist at dataxu, where he is responsible for developing and maintaining the algorithms that drive dataxu's real-time advertising platform.By Packt Publishing | in Online Courses
Automated Continuous Integration (CI) and Continuous Deployment (CD) is a critical part of DevOps and is a skill that is in high demand. This course will examine the subject in complete depth by walking through an example project and building a complex CI/CD pipeline on AWS. After taking this course, you will have a comprehensive understanding of continuous integration and continuous deployment processes, you will be able to confidently design a CI/CD pipeline for your own web applications, and you will gain an in-depth understanding of AWS CodePipeline and AWS Elastic Beanstalk services.
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By Packt Publishing | in eBooks
AWS Certified Developer - Associate Guide starts with a quick introduction to AWS and the prerequisites to get you started. Then, this book will describe getting familiar with Identity and Access Management (IAM) along with Virtual private cloud (VPC). Next, this book will teach you about microservices, serverless architecture, security best practices, advanced deployment methods, and more. Going ahead we will take you through AWS DynamoDB A NoSQL Database Service, Amazon Simple Queue Service (SQS), and CloudFormation Overview. Lastly, this book will help understand Elastic Beanstalk and will also walk you through AWS lambda.
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Vipul Tankariya has a broad range of experience in cloud consulting, development, and training. He has worked with a number of customers across the globe, solving real-life business problems in terms of technology and strategy. He is also a public speaker at various AWS events and meetups. He has not only extensively worked on AWS, but is also certified in five AWS certifications. He is an accomplished senior cloud consultant and technologist with more than 21 years of experience.By Packt Publishing | in eBooks
Whether you're just getting your feet wet in cloud infrastructure or already creating complex systems, this book will guide you through using the patterns to fit your system needs. Starting with patterns that cover basic processes such as source control and infrastructure-as-code, the book goes on to introduce cloud security practices. You'll then cover patterns of availability and scalability, and then explore advanced DevOps patterns in operations and maintenance, before focusing on virtualization patterns such as containerization and serverless computing. In the final leg of your journey, this book will delve into data persistence and visualization patterns.
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Sean Keery keeps his plate occupied with Cloud Foundry, choreography, containers and plenty of .io. Cluster deployments, IaaS independence, and his studies for a master's in data science.By Packt Publishing | in Online Courses
Cloud services are vulnerable to network and other outages. When your applications are not performing as they should, no one is happy. However, applications can be designed to be resilient and responsive under demand while hosted in the cloud with Cloud-hosted applications at AWS. In this course, you’ll learn how to prepare for potentially devastating interruptions by building your own resilient and reliable applications in the public cloud. You will be able to achieve application resiliency, autoscaling, and failover with your applications hosted in the Amazon cloud.
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By Packt Publishing | in Online Courses
AWS Lambda and the serverless framework is the best way to get started in the serverless world, to deploy AWS Lambda functions in Amazon Web Services that infinitely scale without managing any servers! This course covers all the required installations, the AWS Lambda core concepts, YAML, the serverless frameworks, and all the required things you wanted to know so that you should be confident enough to develop and deploy your own Lambda functions in a serverless framework. This course also covers details of real-world examples such as S3 Thumbnails, REST API, and AWS Automation with EC2 Start and Stop.
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By Packt Publishing | in Online Courses
Amazon Web Services continues its domination as the leading cloud service provider on the market. Since serverless applications are gaining a lot of traction, it is extremely important to understand the serverless architecture, to help you build, manage, and secure serverless applications. This course starts with an introduction to serverless architectures and then you'll delve into design considerations, followed by building a serverless application and deploying it on your serverless architecture. This video covers practical examples of deploying and orchestrating a serverless application using DynamoDB, AWS Lambda, and API Gateway.
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Your First Program
By Packt Publishing | in Online Courses
AWS CloudFormation is the best way to write, deploy, and maintain your AWS infrastructure. It helps you create efficient solution architectures, all self-contained in one file. It supports most of the AWS services and is the safest way to make your AWS infrastructure evolve over time. Thanks to YAML, writing AWS CloudFormation templates has become extremely easy and natural. This course assumes you know how to use the AWS Cloud. It will help you transform your solution architecting skills into CloudFormation templates.
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