See the background details here: https://acloudguru.com/blog/engineering/cloudguruchallenge-machine-learning-on-aws

Basic steps to create the whole stack:

• Deploy /infra/01_s3-bucket.yaml stack
• Run the /app/dataloader and app/recommender function deployment scripts
• change the bucket name and change sagemaker execution role arn in /app/modelcreation/imdb_data_analyse.ipynb
• Run the Jupyter notebook /app/modelcreation/imdb_data_analyse.ipynb
• Deploy /infra/02_core-app-infrastructure.yaml stack
• Run the MovieDataLoader function (invoke manually)
• Deploy /infra/03_recommender-api.yaml stack
• Deploy /infra/04_s3-site-and-cdn.yaml stack
• Build the React website /app/site/moviesfinder
• Deploy website to s3 bucket (created in /infra/04_s3-site-and-cdn.yaml stack)
• Invalidate CDN (if needed)