Python Machine Learning_ Introduction To.epub

Python Machine Learning Introduction To Machine Learning With Python By Frank Millstein Please Check Out My Other Books Before You Continue Below you will find just a few of my other books that are popular on Amazon and Kindle. Simply click on the link or image below to check them out. Link To My Author Page WHAT IS IN THE BOOK? INTRODUCTION BASIC MACHINE LEARNING CONCEPTS MACHINE LEARNING ALGORITHMS MACHINE LEARNING APPLICATIONS EVOLUTION OF MACHINE LEARNING HOW WE GET MACHINES TO LEARN ON THEIR OWN THE GROWING IMPORTANCE OF MACHINE LEARNING MACHINE LEARNING LIMITATIONS AND CHALLENGES CHAPTER 1: GETTING STARTED WITH MACHINE LEARNING IN PYTHON INSTALLING AND STARTING PYTHON SCIPY STARTING PYTHON LOADING DATA IMPORTING LIBRARIES LOADING DATASET SUMMARIZING THE DATASET DATA VISUALIZATION EVALUATING ALGORITHMS BUILDING MODELS SELECTING BEST MODELS MAKING PREDICTIONS CHAPTER 2: MACHINE LEARNING ALGORITHMS LINEAR REGRESSION LOGISTIC REGRESSION DECISION TREES SUPPORT VECTOR MACHINES K-NEAREST NEIGHBORS RANDOM FORESTS K-MEAN CLUSTERING PRINCIPAL COMPONENTS ANALYSIS CHAPTER 3: SOLVING CLASSIFICATION PROBL......