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所在平台: Udemy |
课程主页: https://www.udemy.com/course/aws-lambda-and-python-full-course-beginner-to-advanced/
课程评论：没有评论
课程名称：AWS Lambda、Python（Boto3）与无服务器架构 - 从初学者到高级 课程概述： 本课程是关于AWS Lambda和Python的全面培训，适合初学者和中级学习者，目标是掌握AWS无服务器解决方案的设计和实施。课程覆盖了从Python基础知识到AWS无服务器服务的不同方面，逐步深入到实际的企业用例，包括与生成性人工智能相关的内容。该课程特别适合没有编程经验的学员。 **课程亮点：** - 从基础到高级，逐步学习AWS Lambda及其应用。 - 实际案例项目：与S3、DynamoDB等AWS服务的集成，实现常见的企业用例。 - 新增生成性AI模块，展示如何与AWS Bedrock和API Gateway结合使用。 - 通过实际操作，培养无服务器架构的设计能力。 **课程结构：** 1. 介绍与课程大纲 2. AWS Lambda基本概念（包括演变过程、使用案例、控制台操作等） 3. Python基础：数据类型、函数等 4. 使用Lambda创建S3、EC2和DynamoDB资源 5. 深入探讨Lambda调用模型与限制 6. 企业级用例项目：使用S3、Lambda与DynamoDB 7. API Gateway概述与使用 8. 第二个企业级用例项目：结合API Gateway、Lambda与S3 9. API安全性：实现Lambda和Cognito授权者的安全策略 10. 生成性AI在制造业中的应用 11. Lambda高级概念（VPC网络、监控等） 12. 使用AWS CDK v2实现基础设施即代码 13. 使用CloudFormation进行无服务器架构实现 **学习成效：** - 实际操作经典案例，深入理解云计算解决方案。 - 掌握Python基础，以编写Lambda函数。 - 理解并应用AWS服务实现无服务器架构，能够在项目中独立解决问题。 该课程附有30天无忧退款保障，适合希望进入AWS开发领域的学习者。
AWS Lambda and Python (Full Course) - Beginner to AdvancedImportant Update on 24.10.2023 Added a new section on Generative AI - Build end to end Manufacturing Industry use case with AWS Bedrock (Cohere Foundational Model) + AWS Lambda + AWS API Gateway) - Refer to Section 10Welcome to the most comprehensive AWS Lambda, Python(Boto3) and Serverless Course on Udemy from an instructor with actual enterprise hands-on implementation experience migrating more than 1000+ workloads for Fortune 100 companies.This is a course for AWS Lambda Beginners and Intermediates planning to gain expertise in using designing and implementing AWS Serverless solutions and writing Lambda functions using Python(Boto3) with no previous coding experience or experience in a different programming language. It starts from absolute basics on Python and AWS Serverless Services and then builds on that to write Lambda functions to create AWS Resources and finally culminating in developing advanced three real-world enterprise use case. (Note: If you are an advanced user of AWS Lambda and Serverless, please review the course content to determine suitability as this course will start from absolute basics and then gradually cover advanced use cases)The first project is a common banking and retail industry use-case where the bank gets a regular feed through a json file which triggers the lambda function via a S3 event notification, the Lambda functions then reads the data in the json file and inserts the data into DynamoDB.The Second project focuses on Serverless Use Case - API Gateway, AWS Lambda, S3, Lambda Authorizer, API Keys, Usage PlansGenerative AI - Build end to end Manufacturing Industry use case with AWS Bedrock (Cohere Foundational Model) + AWS Lambda + AWS API Gateway)Security - Secure your API's by implementing Lambda Authorizers and Cognito AuthorizersImplementing Serverless Use Case - API Gateway, AWS Lambda and S3 (above use case) using AWS CDK v2 (Infrastructure as Code)Implementing Serverless Use Case - API Gateway, AWS Lambda and S3 (above use case) using AWS CloudFormation (Infrastructure as Code)The third project focuses on Monitor & increase free storage for FCI Cluster using AWS Microsoft AD, FSx, EC2, SNS, CloudWatch, LambdaProvides basic overview of Python to be able to write the Lambda functionsDiscusses indepth concepts related to AWS Lambda to help in design and implementation of Serverless solutions.Discusses detailed overview of API Gateway and related conceptsLambda Automation Scenario - AWS Lambda, EC2 and AWS EventBridge100% Hands On learning based on Real World Implementation Scenarios.Section 1: IntroductionCourse OutlineSection 2: AWS Lambda - Basic Concepts (Part 1)Evolution from Physical Servers to AWS LambdaWhat is AWS Lambda and Use CasesLambda Console WalkthroughLambda Execution RoleAWS Lambda Limits - TimeoutSection 3: AWS Lambda - Python BasicsPython Basics - 1 (Print Function, Variables, Format, User Input, Data Types Intro, Data Type - Dictionary Deep Dive)Python Basics - 2 (Data Type - List and Functions, How to retrieve elemements from a Dictionary and List)Section 4: AWS Lambda - Create S3, EC2 and DynamoDB resources using LambdaAWS Lambda Basics - Boto3, Client and Resource, Lambda function handlerAWS Lambda with S3 (Create new Bucket, Delete Bucket and List all the buckets)AWS Lambda with EC2 (Create EC2 and Start/Stop)Lambda Automation Scenario - lambda, EC2 and EventBridgeAWS Lambda with DynamoDB (Create Table and Put Items)Section 5 : AWS Lambda - Basic Concepts (Part 2)AWS Lambda Invocation Models AWS Lambda Limits - MemoryPart 6: Serverless Project 1 - Enterprise Use Case using S3, AWS Lambda and DynamoDBEnterprise Use Case using S3, AWS Lambda and DynamoDB - Part 1Enterprise World Use Case using S3, AWS Lambda and DynamoDB - Part 2Part 7: API Gateway OverviewAPI Gateway - Overview, API Types , API Endpoint TypesAPI Gateway - Resources, Methods and Integration TypesAPI Gateway - Deployment, API Stages, API Keys and Usage PlansAPI Gateway - Authentication and Authorization MethodsAPI Gateway - Private API's and Private IntegrationPart 8: Serverless Project 2 - Enterprise Use Case using API Gateway, AWS Lambda and S3 Enterprise Use Case using API Gateway, AWS Lambda and S3 - Architecture - Part 1 Enterprise Use Case using API Gateway, AWS Lambda and S3 - Part 2 Enterprise Use Case using API Gateway, AWS Lambda and S3 - Part 3API Keys and Usage Plan - Theory and Hands OnPart 9: API Security - Securing API's with AWS Lambda Authorizer & Cognito Authorizer Enterprise Use Case using API Gateway, AWS Lambda and S3 - Architecture - Part 1 Enterprise Use Case using API Gateway, AWS Lambda and S3 - Part 2 Enterprise Use Case using API Gateway, AWS Lambda and S3 - Part 3API Keys and Usage Plan - Theory and Hands OnSecuring API's using AWS Lambda Authorizers - Theory and Hands OnSecuring API's using AWS Cognito Authorizers - Theory and Hands OnPart 10: Generative AI - Build end to end Manufacturing Industry use case with AWS Bedrock (Cohere Foundational Model) + AWS Lambda + AWS API Gateway) Generative AI - Use Case and ArchitectureAWS Bedrock OverviewWrite AWS Lambda Function to access BedrockAPI Keys and Usage Plan - Theory and Hands OnCreate REST API using API Gateway to access BedrockGenerative AI - End to End DemoSection 11: AWS Lambda - Advanced ConceptsLambda - VPC Networking ConfigurationLambda - Environment VariablesLambda VersionsLambda AliasesLambda Monitoring - CloudWatch MetricsLambda Monitoring - CloudWatch LogsPart 12: AWS CDK v2 (Infrastructure as Code): Implementing Serverless Use Case using Cloud Development Kit ( CDK )v2 - API Gateway, IAM Role, Lambda and S3AWS CDK - Introduction - Implementing Serveless Use Case 2AWS CDK - Pre-requisitesAWS CDK - Create S3 bucket using AWS CDK v2AWS CDK - Create IAM Role using AWS CDK v2AWS CDK - Create Lambda using AWS CDK v2AWS CDK - Create API Gateway using AWS CDK v2Part 13: AWS CloudFormation: Implementing Serverless Use Case from using CloudFormation - API Gateway, AWS Lambda and S3ArchitectureAWS S3 BucketAWS Lambda Execution RoleAWS LambaAWS API Gateway - REST API, ResourcesAWS API Gateway - REST Method and DeploymentLambda Invoke PermissionEnd-to End DemoHandsOn AWS Services Covered in the Course:Python Basics used in AWS LambdaAWS LambdaAWS BedrockEC2S3DynamoDBAPI GatewayAWS MS ADFSxSNSCloudWatch CloudWatch AlarmInfrastructure as Code -AWS CDK v2Lambda AuthorizerCognito AuthorizersAWS EventBridgeInfrastructure as Code - AWS CloudFormationComes with 30 day money back guarantee from Udemy if you donot like the course.
