Merging regardless of nit since topic is in better shape. * refresh the update data tutorial * Apply suggestions from code review Co-authored-by: Jill Osborne <jill.osborne@imply.io> --------- Co-authored-by: Jill Osborne <jill.osborne@imply.io>