Explore the fundamentals of Gaussian Process Regression in this concise 19-minute lecture. Delve into non-linear regression techniques, understand the principles of GP Regression, and examine the role of basis functions and systems. Gain insights into Gaussian Process Prior and its applications in machine learning and data analysis. Enhance your understanding of advanced statistical modeling techniques through this informative presentation from NPTEL-NOC IITM.