Navigate to AWS Dev Day: Building Modern Machine Learning Applications on Snowflake. After watching the video, write a $2-3$ page report about the following:

How will you Ingest data for analytics powered by Snowflake?

How will you Launch a SageMaker Notebook instance with the Snowflake Python connector pre$-$installed?

Build a connection to your Snowflake instance to pull data into a Pandas DataFrame

Train a machine learning model using Amazon SageMaker

Persist predictions in Snowflake for easy evaluation and analytics

You must include citations and references formatted per APA $7.$ You are required to have a minimum of three references. All references must have at least one citation in the body of the paper. $.$