Documents CS 60050 Machine Learning

CS 60050 Machine Learning What is Machine Learning? Adapt to / learn from data To optimize a performance function Can be used to: Extract knowledge from data Learn tasks…

Documents Pattern Recognition and Machine Learning

Source: Bishop book chapter 1 with modifications by Christoph F. Eick PATTERN RECOGNITION AND MACHINE LEARNING CHAPTER 1: INTRODUCTION Polynomial Curve Fitting What M should…

Documents Pattern Recognition and Machine Learning

PATTERN RECOGNITION AND MACHINE LEARNING CHAPTER 1: INTRODUCTION Example Handwritten Digit Recognition Polynomial Curve Fitting Sum-of-Squares Error Function 0th Order Polynomial…