Interactive Dashboards
This data product has helped a lot of people from non-technical spaces make decisions with dynamic data.
A live dashboard will be created for users to explore and I will describe step by step how to:
show data lineage and data provenance,
design the actual dashboard,
leverage unit tests, and
deploy the dashboard in production.
Interactive AI
This data product has helped a lot of non-technical people make predictions with dynamic data.
A live machine learning app will be created for users to explore and I will describe step by step how to:
show data lineage and data provenance,
design the user interface,
create and evaluate the machine learning model,
leverage unit tests,
deploy the machine learning model in production, and
account for model and concept drift.
Code walk-throughs
This data product has helped a lot of technical people conduct experiments and create reproducible research.
A collection of live data science projects will be created for users to explore and I will describe each step in the Jupyter Book.