Full text 

Table of Contents: “...Python machine learning by example: implement machine learning algorithms and techniques to build intelligent systems, 2nd edition -- Dedication -- Foreword -- Contributors -- Table of Contents -- Preface -- Section 1: Fundamentals of Machine Learning...”

Full text 

Full text 

Table of Contents: “... with Ensemble Machine Learning -- Chapter 3: Resampling Methods -- Chapter 4: Statistical and Machine Learning Algorithms -- Chapter 5: Bag the Models with Bagging -- Chapter 6: When in Doubt, Use Random Forests -- Chapter 7: Boosting Model Performance with Boosting...”

Full text 

Full text 

Full text 

Full text 

Table of Contents: “... -- 15 Classifiers in the Form of Rulesets -- 16 The Genetic Algorithm -- 17 Reinforcement Learning....”

Full text 

Table of Contents: “... with Python and Machine Learning -- Chapter 2: Exploring the 20 Newsgroups Dataset with Text Analysis Algorithms -- Chapter 3: Spam Email Detection with Naive Bayes -- Chapter 4: News Topic Classification with Support Vector Machine -- Chapter 5: Click-Through...”

Full text 

Table of Contents: “... Pedestrians with Support Vector Machines -- 7. Implementing a Spam Filter with Bayesian Learning -- 8. Discovering Hidden Structures with Unsupervised Learning -- 9. Using Deep Learning to Classify Handwritten Digits -- 10. Combining Different Algorithms...”

Full text 

Table of Contents: “...Mastering machine learning with R : advanced prediction, algorithms, and learning methods with R 3.x -- Credits -- About the Author -- About the Reviewers -- Table of Contents -- Preface -- Chapter 1: A Process for Success -- Chapter 2: Linear Regression...”

Full text 

Subject (ZB): “...genetic algorithm...”

Full text  Table of Contents 

Full text