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Sarkar, Dipayan
2019
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...”2019
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Liu, Yuxi (Hayden)
2019
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...”2019
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Table of Contents:
“...Hands-on deep learning algorithms with Python : master deep learning algorithms with extensive math by implementing them using TensorFlow -- Dedication -- Contributors -- Table of Contents -- Preface -- Section 1: Getting Started with Deep Learning...”
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Taieb, David
2018
Table of Contents:
“... -- Chapter 7: Analytics Study: NLP and Big Data with Twitter Sentiment Analysis -- Chapter 8: Analytics Study: Prediction - Financial Time Series Analysis and Forecasting -- Chapter 9: Analytics Study: Graph Algorithms - US Domestic Flight Data Analysis -- Chapter...”2018
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Saito, Sean
2018
Table of Contents:
“...Python reinforcement learning projects : eight hands-on projects exploring reinforcement learning algorithms using TensorFlow -- Packt Upsell -- Contributors -- Table of Contents -- Preface -- Chapter 1: Up and Running with Reinforcement Learning...”2018
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Liu, Yuxi (Hayden)
2017
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...”2017
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Baka, Benjamin
2017
Table of Contents:
“...Python data structures and algorithms : improve application performance with graphs, stacks, and queues -- About the Author -- About the Reviewer -- Table of Contents -- Preface -- Chapter 1: Python Objects, Types, and Expressions -- Chapter 2: Python...”2017
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