Methods for finding surfaces in high dimensions from incomplete or noisy functional information. Both data adaptive and methods based on fixed parametric structure will be treated. Model assessment, training and tuning. [Offered: W] Prereq: CM 361/STAT 341 or STAT 331 or 361 or 371; Not open to General Mathematics students