 The fourth paradigm of science, data-driven discovery, has emerged due to our ability to collect big data but limited capability to analyze it, emphasized by the Materials Genome Initiative, MGI, and is playing a significant role in deciphering processing structure property performance relationships in materials through forward and inverse models, accelerating cost-effective materials discovery. This article was authored by Ankit Agrawal and Alok Choudhury.