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Bräunl, Thomas
2020
Table of Contents:
“...Building Robots -- Robot Programming -- Driving Algorithms -- Lidar Sensors -- Robot Swarms -- Wall Following -- Alternative Drive Systems -- Submarines and Boats -- Mazes -- Navigation Algorithms -- Robot Vision -- Starman -- Autonomous Driving...”2020
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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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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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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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