Data Engineering with Python and AWS Lambda

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Introduction

001. Data Engineering with Python and AWS Lambda LiveLessons Introduction

Lesson 1 Get Started with AWS Lambda

001. 1.1 Create a Hello World AWS Lambda function in the console

002. 1.2 Learn basic Lambda patterns

003. 1.3 Learn Lambda Management console

004. 1.4 Upload external code to AWS Lambda

Lesson 2 Use Cloud9 to Develop Python Lambda Functions

001. 2.1 Set up Cloud9

002. 2.2 Develop with Cloud9

003. 2.3 Launch Cloud9 and workspace configuration

004. 2.4 Import Lambda functions

005. 2.5 Invoke Lambda functions

006. 2.6 Invoke Lambda functions inside API Gateway

007. 2.7 Deploy a Lambda function

Lesson 3 Create Timed Lambda Functions

001. 3.1 Use AWS Lambda with Cloudwatch events

002. 3.2 Use AWS Lambda to populate AWS SQS

003. 3.3 Use AWS Cloudwatch logging with AWS Lambda

Lesson 4 Create Event-Driven Lambdas

001. 4.1 Create a Producer Lambda function

002. 4.2 Enable SQS Trigger

003. 4.3 Serverless data engineering architecture

Lesson 5 Learn SAM Local

001. 5.1 Install SAM Local

002. 5.3 Use SAM to package and deploy Lambda

003. 5.2 Use SAM Local to invoke functions locally

004. 5.5 Use SAM Lambda environment variables

005. 5.4 Use SAM with IAM

Lesson 6 Learn AWS Glue

001. 6.1 What is AWS Glue

002. 6.2 Use AWS Glue

Lesson 7 Create State Machines with Step Functions

001. 7.1 Learn step functions

002. 7.2 Use Amazon States Language

003. 7.3 Step functions demo

Lesson 8 Use Step Functions with AWS Services

001. 8.1 Learn integration with other AWS products

002. 8.2 Use DynamoDB with step functions

003. 8.3 Use AWS ECSFargate with step functions

004. 8.4 Use AWS Callback Pattern

Lesson 9 Serverless Relational Databases

001. 9.1 Serverless relational databases

002. 9.2 Use Aurora Serverless

003. 9.3 Use Data API for Aurora Serverless

004. 9.4 Use stored procedures to invoke Lambda

Lesson 10 Build APIs with API Gateway

001. 10.1 Use API Gateway

002. 10.2 Integrate Lambda and API Gateway best practices

Lesson 11 Authenticate APIs with AWS Cognito

001. 11.1 Begin Cognito authentication

002. 11.2 Use Cognito User Pools

003. 11.3 Use Cognito authentication with API Gateway

004. 11.4 Use Federated Identity

Lesson 12 Use Serverless Datastores

001. 12.1 Use DynamoDB for data engineering

002. 12.2 Use Amazon Athena for data engineering

003. 12.3 Use Amazon EMR for data engineering

004. 12.4 Use Amazon EFS for data engineering

Lesson 13 Create Serverless Business Intelligence and AutoML

001. 13.1 Integrate Amazon Quicksite

002. 13.2 Integrate Lambda with AI APIs

003. 13.3 Integrate Lambda with Sagemaker

Lesson 14 Create Serverless Data Streaming

001. 14.1 Use Kinesis Streams

002. 14.2 Use Computer Vision Streams

Lesson 15 Case Studies

001. 15.1 Compare AWS Lambda with Google Cloud Functions

002. 15.2 Use GCP Cloud Functions with Pub Sub + Cloud Scheduler

003. 15.3 Use Chalice framework

004. 15.4 Push versus Pull Architecture

005. 15.5 Principles of DevOps

006. 15.6 Principles of cloud computing

007. 15.7 Summary of serverless computing

008. 15.8 Managing Packages in AWS Lambda

009. 15.9 Multi-cloud solutions

Lesson 16 Course Summary

001. 16.1 Course summary

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تولید کننده: LiveLessons