How to Build This Video Series
Total results: 16
- Date
- Title (A-Z)
- Title (Z-A)
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Serverless
How to Build This | S2E10 Serverless…
How to Build ThisIn this episode, Jillian Forde will show you the services that you can use to build a serverless microservices app.
Special Thanks to These Contributors: Nour Mestiri, Zoran Nakev
Resources to get started:
- Implementing Microservices on AWS: https://docs.aws.amazon.com/whitepapers/latest/microservices-on-aws/microservices-on-aws.html
- Amazon API Gateway - AWS Lambda solutions construct: https://docs.aws.amazon.com/solutions/latest/constructs/aws-apigateway-lambda.html
- How to choose the right database: https://aws.amazon.com/startups/start-building/how-to-choose-a-database/
- Amazon OpenSearch (referred to as Elasticsearch in the video): https://aws.amazon.com/blogs/opensource/introducing-opensearch/
- Getting started with Amazon Aurora: https://docs.aws.amazon.com/AmazonRDS/latest/AuroraUserGuide/CHAP_GettingStartedAurora.html
- Amazon SNS connected to AWS Lambda function: https://docs.aws.amazon.com/solutions/latest/constructs/aws-sns-lambda.html
- FIFO queues in Amazon SQS: https://docs.aws.amazon.com/AWSSimpleQueueService/latest/SQSDeveloperGuide/FIFO-queues.html
- Amazon Location Service: https://aws.amazon.com/location/
- Amazon EventBridge: https://aws.amazon.com/eventbridge/
Check out more resources for architecting in the #AWS cloud:
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Analytics | Internet of Things
How to Build This | S2E9 Wearable Device…
How to Build ThisIn this episode, Jillian Forde breaks down the AWS services that you can use to build an app that utilizes data from wearable devices.
Special Thanks to These Contributors: Vineet Kachhawaha, Zoran Nakev
Resources to get started:
- How to Build This | S2E3 Ready to Scale IoT App: https://youtu.be/eI5aBJG4F9U
- Build for HIPAA Compliance on AWS | S2E1: https://youtu.be/JcPcOKsil3Y
- Getting started with Amazon Kinesis: https://aws.amazon.com/kinesis/getting-started/
- How to choose the right database: https://aws.amazon.com/startups/start-building/how-to-choose-a-database/
- Getting started with Amazon Timestream: https://aws.amazon.com/timestream/getting-started/
- Getting started with Amazon Quicksight: https://aws.amazon.com/quicksight/getting-started/
- AWS IOT Core: https://aws.amazon.com/iot-core/
- Streaming Data Solutions: https://d0.awsstatic.com/whitepapers/whitepaper-streaming-data-solutions-on-aws-with-amazon-kinesis.pdf
- Using AWS Lambda with Amazon Simple Notification Service: https://docs.aws.amazon.com/lambda/latest/dg/with-sns-example.html
- Streaming Data Analytics: https://aws-dataengineering-day.workshop.aws/300.html
- AWS Lambda - Amazon SNS solutions construct: https://docs.aws.amazon.com/solutions/latest/constructs/aws-sns-lambda.html
Check out more resources for architecting in the #AWS cloud:
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Serverless | AWS Marketplace | Application Integration
How to Build This | S2E8 Marketplace…
How to Build ThisDo you have an idea of a marketplace app and aren't sure which AWS services you should use to build it quickly? In this episode, Jillian Forde breaks down an architecture that you can use to build a marketplace app.
Special Thanks to These Contributors: Olivier Sutter, Zoran Nakev
Resources to get started:
- Control access to a REST API using Amazon Cognito user pools as authorizer: https://docs.aws.amazon.com/apigateway/latest/developerguide/apigateway-integrate-with-cognito.html
- Amazon API Gateway as a proxy for Amazon DynamoDB: https://aws.amazon.com/blogs/compute/using-amazon-api-gateway-as-a-proxy-for-dynamodb/
- What is Amazon DynamoDB streams: https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/Streams.html
- Sending an email using AWS Lambda and Amazon SES: https://aws.amazon.com/premiumsupport/knowledge-center/lambda-send-email-ses/
- Amazon Pinpoint analytics: https://docs.aws.amazon.com/pinpoint/latest/userguide/analytics.html
- AWS Lambda@Edge: https://docs.aws.amazon.com/AmazonCloudFront/latest/DeveloperGuide/lambda-examples.html
- Change data capture for Amazon DynamoDB Streams: https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/Streams.html
- Amazon CloudFront secure static website solution: https://github.com/aws-samples/amazon-cloudfront-secure-static-site
Check out more resources for architecting in the #AWS cloud:
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Machine Learning | Serverless
How to Build This | S2E7 Build an AI Voice…
How to Build ThisDo you have an idea for an app that uses an AI voice assistant, but don't have any machine learning experience? In this episode of How to Build This, Jillian breaks down an architecture that you can use to build an AI voice assistant.
Special Thanks to These Contributors: Andrew Hopper, Zoran Nakev
Resources to get started:
- Real time call transcription solution: https://github.com/amazon-connect/amazon-connect-realtime-transcription
- Overview of creating a chat bot: https://aws.amazon.com/blogs/machine-learning/creating-a-bankingbot-on-amazon-lex-v2-console-with-support-for-english-and-spanish/
- How to integrate a chat bot with a call center: https://aws.amazon.com/blogs/aws/new-amazon-connect-and-amazon-lex-integration/
- How to get started with building a chat bot: https://docs.aws.amazon.com/lexv2/latest/dg/what-is.html
- How to Build This episode on HIPAA: https://youtu.be/JcPcOKsil3Y
- How Amazon Comprehend Medical works: https://docs.aws.amazon.com/comprehend-medical/latest/dev/comprehendmedical-howitworks.html
- Logging and monitoring Amazon Connect: https://docs.aws.amazon.com/connect/latest/adminguide/logging-and-monitoring.html
- Amazon Transcribe Call Analytics: https://aws.amazon.com/transcribe/call-analytics/
Check out more resources for architecting in the #AWS cloud:
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Machine Learning | Serverless | Analytics
How to Build This | S2E6 Virtual Exam Proctor…
How to Build ThisIn this episode, Jillian Forde breaks down the architecture to build a virtual proctoring solution into your app. You'll learn how you can use AI to detect if a person might be cheating on an exam. The best part is you don't have to be a data scientist to build this solution! No ML experience necessary!
Special Thanks to These Contributors: Walid Benabderrahmane, Zoran Nakev
Resources to get started:
- Working with Streaming Videos: https://docs.aws.amazon.com/rekognition/latest/dg/streaming-video.html
- Setting-up your Amazon Rekognition: https://docs.aws.amazon.com/rekognition/latest/dg/setting-up-your-amazon-rekognition-streaming-video-resources.html
- AWS Content Analysis: https://aws.amazon.com/solutions/implementations/aws-content-analysis/
- Searching faces in a collection in Amazon Rekognition: https://docs.aws.amazon.com/rekognition/latest/dg/collections.html
- How to create a serverless workflow: https://aws.amazon.com/getting-started/hands-on/create-a-serverless-workflow-step-functions-lambda/
Check out more resources for architecting in the #AWS cloud:
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Game Development | Front-End Web & Mobile
How to Build This | S2E5 Native Mobile App for…
How to Build ThisFreemium is one of the most popular business models to rapidly grow a mobile app. In this episode, Jillian Forde breaks down an architecture that you can use to build a mobile app AWS which has free content and paid members only content.
Special Thanks to These Contributors: Nicolas Menciere, Zoran Nakev
Resources to get started:
- Build an Android app using AWS Amplify: https://aws.amazon.com/getting-started/hands-on/build-android-app-amplify/
- Multi-frontend with AWS Amplify: https://docs.amplify.aws/cli/teams/multi-frontend
- Progressive web apps:
https://web.dev/what-are-pwas/ - Amazon Cognito Post Authentication trigger: https://docs.aws.amazon.com/cognito/latest/developerguide/user-pool-lambda-post-authentication.html
- Get Amazon Cognito UserPoolUserID: https://serverless-stack.com/chapters/mapping-cognito-identity-id-and-user-pool-id.html
- Validate Apple receipt: https://developer.apple.com/documentation/storekit/original_api_for_in-app_purchase/validating_receipts_with_the_app_store
- Validate Google purchase token: https://developer.android.com/google/play/billing/integrate#process
Check out more resources for architecting in the #AWS cloud:
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Machine Learning & AI
How to Build This | S2E4 Language Modeling…
How to Build ThisIn this episode, Jillian Forde breaks down the architecture to build an app with language modeling in AWS.
Special Thanks to These Contributors: Kat Desai, Zoran Nakev
Resources to get started:
- Using Hugging Face with Amazon SageMaker: https://docs.aws.amazon.com/sagemaker/latest/dg/hugging-face.html
- Amazon SageMaker Distributed Training Libraries: https://docs.aws.amazon.com/sagemaker/latest/dg/distributed-training.html
- Amazon S3 intelligent tiering: https://aws.amazon.com/about-aws/whats-new/2018/11/s3-intelligent-tiering/
- Hugging Face Estimator: https://sagemaker.readthedocs.io/en/stable/frameworks/huggingface/sagemaker.huggingface.html
- Automatic model tuning with Amazon SageMaker: https://docs.aws.amazon.com/sagemaker/latest/dg/automatic-model-tuning.html
- Invoke an Amazon Sagemaker endpoint: https://docs.aws.amazon.com/sagemaker/latest/APIReference/API_runtime_InvokeEndpoint.html
Check out more resources for architecting in the #AWS cloud:
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Internet of Things | Serverless
How to Build This | S2E3 Ready to Scale IoT App
How to Build ThisIn this episode, Jillian breaks down what it takes to build an IoT application with integrated security that is ready to scale. Learn what AWS services and devices can be leveraged to start building your IoT app today.
Special Thanks to These Contributors: Jason Derrett, Christine Samson, Zoran Nakev
Resources to get started:
- Intro to AWS IOT Core: https://aws.amazon.com/blogs/startups/an-introduction-to-aws-iot-core/
- Getting started with AWS IOT Core: https://docs.aws.amazon.com/iot/latest/developerguide/iot-gs.html
- What is FreeRTOS: https://aws.amazon.com/freertos/
- Rules for AWS IOT: https://docs.aws.amazon.com/iot/latest/developerguide/iot-rules.html
- What is MQTT: https://docs.aws.amazon.com/iot/latest/developerguide/mqtt.html
- How to choose a database: https://aws.amazon.com/startups/start-building/how-to-choose-a-database/
- Amazon DynamoDB Streams: https://docs.aws.amazon.com/amazondynamodb/latest/developerguide/Streams.html
- X.508 client certificates for AWS IOT: https://docs.aws.amazon.com/iot/latest/developerguide/x509-client-certs.html
Check out more resources for architecting in the #AWS cloud:
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Serverless | Developer Tools
How to Build This | S2E2 Modern Web & React…
How to Build ThisJillian Forde breaks down the architecture to quickly build a web or React Native app that can scale.
Special Thanks to These Contributors: Shailaja Suresh, Zoran Nakev
Resources to get started:
- AWS Amplify Framework: https://docs.amplify.aws/
- Setup a full stack React Native app: https://docs.amplify.aws/start/getting-started/setup/q/integration/react-native/
- Setup a React app: https://docs.amplify.aws/start/q/integration/react/#what-well-build
- Setup a Vue.js app: https://docs.amplify.aws/start/q/integration/vue/
- Setup a Next.js app: https://docs.amplify.aws/start/q/integration/next/#what-well-build
- AWS Amplify UI: https://ui.docs.amplify.aws/
- AWS Amplify Analytics: https://docs.amplify.aws/lib/analytics/getting-started/q/platform/js/
- Deploy and host your app: https://docs.amplify.aws/start/getting-started/hosting/q/integration/js/
- AWS Amplify DataStore: https://docs.amplify.aws/lib/datastore/getting-started/q/platform/js/
Check out more resources for architecting in the #AWS cloud: