Super Data Science: ML & AI Podcast with Jon Krohn cover image

843: Safe, Fast and Efficient AI, with Protopia’s Dr. Eiman Ebrahimi

Super Data Science: ML & AI Podcast with Jon Krohn

CHAPTER

Navigating the Challenges of AI Deployment: Cost, Security, and Urgency

This chapter examines the crucial role of mathematics, especially linear algebra and calculus, in data science and machine learning. It also highlights the challenges organizations encounter in scaling generative AI from concepts to operational systems while focusing on cost, security, and the necessity for a strong ROI in AI investments.

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