Business Objectives Cost-Benefit Data Governance Experimentation 
O'Reilly on Data
JULY 28, 2020
Without clarity in metrics, it’s impossible to do meaningful experimentation. Experiments allow AI PMs not only to test assumptions about the relevance and functionality of AI Products, but also to understand the effect (if any) of AI products on the business. Don’t expect agreement to come simply.
IBM Big Data Hub
OCTOBER 20, 2023
These development platforms support collaboration between data science and engineering teams, which decreases costs by reducing redundant efforts and automating routine tasks, such as data duplication or extraction. AutoAI automates data preparation, model development, feature engineering and hyperparameter optimization.
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