Found insideBy the end of this book, you'll have mastered all the major AWS CloudFormation concepts and be able to simplify infrastructure management. You’ll learn the latest versions of pandas, NumPy, IPython, and Jupyter in the process. Written by Wes McKinney, the creator of the Python pandas project, this book is a practical, modern introduction to data science tools in Python. Found insideServerless revolutionizes the way organizations build and deploy software. With this hands-on guide, Java engineers will learn how to use their experience in the new world of serverless computing. Found inside... 1 The name of the Python function, which is referenced by the AWS Lambda as ... The event parameter is used to pass the CloudWatch event and the context ... If you need help writing programs in Python 3, or want to update older Python 2 code, this book is just the ticket. Found insideIdeal for programmers, security professionals, and web administrators familiar with Python, this book not only teaches basic web scraping mechanics, but also delves into more advanced topics, such as analyzing raw data or using scrapers for ... Found insideThe recipes in this book will help developers go from zero knowledge to distributed applications packaged and deployed within a couple of chapters. Found inside – Page 434Currently, AWS officially supports Node.js, Java, Python, ... are passed with the handler function are: event: Lambda uses this parameter to pass any event ... Specifically, this book explains how to perform simple and complex data analytics and employ machine learning algorithms. Found insideThis book aims to help pentesters as well as seasoned system administrators with a hands-on approach to pentesting the various cloud services provided by Amazon through AWS using Kali Linux. Found inside – Page 1About the Book Deep Learning with Python introduces the field of deep learning using the Python language and the powerful Keras library. And with an effi cient compiler and a small standard library, Kotlin imposes virtually no runtime overhead. About the Book Kotlin in Action teaches you to use the Kotlin language for production-quality applications. Found inside – Page 313This query statement will pull all values from the IoT Thing update and pass it to the AWS Lambda. Also check the “Enable trigger” option and click on the ... Practical tutorial for software developers and architects building applications for the modern cloud, using AWS Lambda and AWS SAM. It has swiftly developed over the years to become the language of choice for software developers due to its simplicity. This book takes you through varied and real-life projects. Found insideXGBoost is the dominant technique for predictive modeling on regular data. Like its predecessor, the new edition provides solutions to problems that Python programmers face everyday.It now includes over 200 recipes that range from simple tasks, such as working with dictionaries and list comprehensions, to complex ... Found inside – Page 30AWS. CLI. Let's configure our hello world Lambda function and triggers using ... To run this command, we need to pass the required and optional arguments. This book takes an holistic view of the things you need to be cognizant of in order to pull this off. Found insideGet a thorough grounding in the language basics Learn how the syntax is applied in high-profile industries Apply Python to projects in enterprise Find out how Python can get you into hot careers in AI, big data, and more Whether you're a ... You'll especially appreciate the easy-to-follow discussions, illuminating diagrams, and carefully explained code! Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. Found inside – Page 519Your one-stop solution to pass the AWS developer's certification Vipul ... number of parameters When two or more methods in a Lambda function have the same ... Found inside – Page 80We are also passing in an arbitrary piece of JSON data for the event object: aws lambda invoke --function-name hello-world-nodejs --payload '{ "text": ... Found insideS3 can be configured to invoke the Lambda platform when the file is uploaded, specifying the function to be called, and passing a path to the file. Found insideHere we show how an end-to-end serverless application can be built at scale in a production environment with a few lines of Python configuration. This enables you to deploy applications and backend services that operate with no upfront cost. This book gets you up to speed on how to build scalable systems and deploy serverless applications with AWS Lambda. Found insideThe key to unlocking natural language is through the creative application of text analytics. This practical book presents a data scientist’s approach to building language-aware products with applied machine learning. Found inside – Page 1Forecasting is required in many situations. In this hands-on book, that's exactly what you'll learn to do. About the Book Get Programming with Haskell leads you through short lessons, examples, and exercises designed to make Haskell your own. Found insideWith historical depth and authenticity, DeVita reveals the true story of the fight against cancer. The Death of Cancer is an ambitious, vital book about a life-and-death subject that touches us all. Found insideIn this book, you will learn Basics: Syntax of Markdown and R code chunks, how to generate figures and tables, and how to use other computing languages Built-in output formats of R Markdown: PDF/HTML/Word/RTF/Markdown documents and ... Found insideBut how do you know if the deployment is secure? This practical book examines key underlying technologies to help developers, operators, and security professionals assess security risks and determine appropriate solutions. Found insideDeep learning is the most interesting and powerful machine learning technique right now. Top deep learning libraries are available on the Python ecosystem like Theano and TensorFlow. Amazon Athena is an interactive query service that makes it easy to analyze data directly in Amazon Simple Storage Service (Amazon S3) using standard SQL. Found inside – Page iThis book begins by covering the important concepts of machine learning such as supervised, unsupervised, and reinforcement learning, and the basics of Rust. This is your one stop solution and will help you transform yourself from zero to certified. This guide will help you gain technical expertise in the AWS platform and help you start working with various AWS Services Found insideAbout This Book Leverage AWS Lambda to significantly lower your infrastructure costs and deploy out massively scalable, event-driven systems and applications Learn how to design and build Lambda functions using real-world examples and ... This book prepares you to build distributed applications and administrators, and manage queues, workflows, and state machines. You'll start by reviewing key AWS prerequisite services such as EC2, Lambda, S3, DynamoDB, CloudWatch, and IAM. About the Book Serverless Architectures on AWS teaches you how to build, secure, and manage serverless architectures that can power the most demanding web and mobile apps. This book teaches you how to quickly and securely develop applications without the hassle of configuring and maintaining infrastructure. Found insideWith this handbook, you’ll learn how to use: IPython and Jupyter: provide computational environments for data scientists using Python NumPy: includes the ndarray for efficient storage and manipulation of dense data arrays in Python Pandas ... React Hooks in action teaches you to write fast and reusable React components using Hooks. You'll start by learning to create component code with Hooks. Found insideThis book has been written for admins who currently run their workloads in Kubernetes clusters and are interested in further leveraging their hardware/clusters to run . Found insideBy the end of this book, you’ll have acquired the skills you need to build serverless applications efficiently using various cloud offerings. This book helps data scientists to level up their careers by taking ownership of data products with applied examples that demonstrate how to: Translate models developed on a laptop to scalable deployments in the cloud Develop end-to-end ... Found inside – Page iThe Definitive Guide to AWS Infrastructure Automation begins by discussing services and tools that enable infrastructure-as-code solutions; first stop: AWS's CloudFormation service. This tutorial introduces the reader informally to the basic concepts and features of the python language and system. Found inside... the Python function is written as follows: def aws lambda_handler(event, context): return "My First AWS Lambda Function" This first object you pass is ... Found inside – Page ivThis book provides a complete and modern guide to web scraping, using Python as the programming language, without glossing over important details or best practices. And TensorFlow for software developers due to its simplicity AWS SAM dominant technique aws lambda pass parameter python predictive modeling on regular.. Illuminating diagrams, and security professionals assess security risks and determine appropriate.... 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