Containerising PyTorch models in a repeatable way. Deploy OpenAI’s GPT-2 model and expose it over a Flask API. Finally deploy it to GCP repositories and publish it on a k8s cluster using Cloud Run.
Going through the steps required to migrate and host Animal Shelter Manager (ASM3) on Google Cloud. Includes creating and managing a GKE Kubernetes instance and images stored on GCR
A short kickstart project for working with Open Distro for Elasticsearch in a practical way. Load in podcast data from The Dollop and analyse the data visually using dashboards