This workshop is designed for Web Developers, Product Managers and Analysts, who want to learn how to:
We are going to build a TravelDeals application.
First, we’ll create React web application with GraphQL API and database with Amplify, AppSync, Cognito and DynamoDB.
Then, we are going to track user events and create email campaigns with Amplify and Pinpoint:
Next, we will create and train ML model, and then use it to send personalized email campaigns and expose recommendations via GraphQL API to show them in the Web Application with Amplify, Pinpoint, Personalize and Lambda.
Lastly, we will setup custom analytics solution to get deeper insights into data analytics and to build custom visualizations with Amplify, Kinesis Data Streams, Kinesis Firehose, S3, Glue, Athena and QuickSight.
Depending on the prior experience with Amazon Web Services, workshop may take 4-8 hours to complete.
There are no upfront charges or any term commitments to create an AWS account and signing up gives you immediate access to the AWS Free Tier.
Most of the Amazon Web Services used in this workshop are eligible for Free Tier (always free, 12-months free, or free trials). You can get more details on AWS Free Tier page about each service. Some services are not eligible for Free Tier:
Pricing can vary by region.
|Service name||Usage details||Cost, USD|
|Amazon Athena||Total number of queries (100 per month), Data amount scanned per query (100 MB)||0.05|
|Amazon Kinesis Data Streams||Number of records (10 per minute), Record size (5 KB), Number of Consumer Applications (1)||0.01|
|Amazon Kinesis Data Firehose||Number of records for data ingestion (10 per minute), Record size (5 KB)||0.06|
|AWS Glue crawler||6 crawls||0.44|
This is the estimate. Final pricing will vary based on your actual usage.
Detailed calculation for Athena, Kinesis Data Streams and Kinesis Data Firehose is available here. You can use it as a reference and adjust to your needs (e.g. different region, or usage).
For AWS Glue crawler you are billed in increments of 1 second, rounded up to the nearest second, with a 10-minute minimum duration for each crawl. More details available on AWS Glue crawler page.
If you are not eligible for Free tier, or to estimate the cost of your solution architecture, which you are going to build with these services after the workshop, you can use AWS Pricing Calculator and pricing pages for each service.
If you finished the workshop, or decided not to complete it, steps listed in Cleanup will help you to remove all created resources.