Earners of this certification have demonstrated general knowledge, skills, and abilities to apply data science to their work in their respective domains, including statistical analysis, machine learning, and data visualization. All badges and related certifications are subject to change or revocation at the discretion of the ETCP Program. If no expiration date appears below, this badge does not expire.