Practice using relational databases and SQL via AWS RDS and GCP Cloud SQL

Deploy a web application with nginx on a Compute Engine VM, register a DNS name for it, and obtain a TLS certificate.

Deploy a web application in different containers across multiple VM platforms.

Practice working with cloud storage services

Deploy a web application locally and on a cloud VM that uses a serverless database backend

Deploy a web application to a serverless platform and a serverless database backend

Build application containers and deploy them onto a serverless container platform.

Deploy a web application in a container to Cloud Run that uses a serverless database backend

Use Cloud Run Functions to analyze and blur images. Experiment with PubSub messaging

Deploy a web application on GCP using Terraform

Deploy a web application in a container using the Kubernetes orchestration platform

Use Cloud Functions to implement a custom Slack command.

Use APIs to analyze images, speech, video, and text.

Deploy a REST API to API Gateway and Cloud Functions

Use OAuth2 to run a simple web application with social sign-on

Use Backend-as-a-Service support to implement a real-time messaging application supporting OAuth authentication

Experiment with setting up data warehouses and data lakes

Query a data warehouse using interactive Python notebooks

Perform parallel computations using Map-Reduce and stream processing models.

Run serverless data processing pipelines.

Utilize Large Language Models to query documents and access APIs

Practice deploying infrastructure for scaling web sites