Crafting Enterprise-Grade Generative AI Applications: A Guide by Anitha Sivasubramanian

In a recent talk at Cypher 2023, Anitha Sivasubramanian, Head of Data Science and AI at InfoDesk, shared her insights on crafting enterprise-grade generative AI applications. The presentation was a comprehensive guide that emphasized the importance of understanding the mathematical foundations behind AI and machine learning models. The Importance of Mathematics in AI Anitha began her talk by sharing her personal journey in the field of AI, highlighting the critical role that understanding mathematics played in her career. She emphasized that skipping the basics of statistics and mathematics could lead to missing out on significant opportunities in the AI space. She urged the audience to focus on understanding the math behind the scenes, as it is the cornerstone of all AI and machine