Introduction To Machine Learning

Author: Ethem Alpaydin
Publisher: MIT Press
ISBN: 0262028182
Size: 53.39 MB
Format: PDF, ePub, Docs
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Introduction -- Supervised learning -- Bayesian decision theory -- Parametric methods -- Multivariate methods -- Dimensionality reduction -- Clustering -- Nonparametric methods -- Decision trees -- Linear discrimination -- Multilayer ...

Introduction To Machine Learning

Author: Yves Kodratoff
Publisher: Elsevier
ISBN: 0080509304
Size: 11.51 MB
Format: PDF, Docs
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A textbook suitable for undergraduate courses in machine learning and related topics, this book provides a broad survey of the field.

An Introduction To Machine Learning

Author: Miroslav Kubat
Publisher: Springer
ISBN: 3319639137
Size: 31.46 MB
Format: PDF, ePub, Docs
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One chapter is dedicated to the popular genetic algorithms. This revised edition contains three entirely new chapters on critical topics regarding the pragmatic application of machine learning in industry.

Introduction To Machine Learning With Python

Author: Andreas C. Müller
Publisher: "O'Reilly Media, Inc."
ISBN: 1449369901
Size: 50.24 MB
Format: PDF
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With this book, you’ll learn: Fundamental concepts and applications of machine learning Advantages and shortcomings of widely used machine learning algorithms How to represent data processed by machine learning, including which data ...

Introduction To Machine Learning And Bioinformatics

Author: Sushmita Mitra
Publisher: CRC Press
ISBN: 1420011782
Size: 78.57 MB
Format: PDF, Kindle
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Explores How Machine Learning Techniques Can Help Solve Bioinformatics Problems Shedding light on aspects of both machine learning and bioinformatics, this text shows how the innovative tools and techniques of machine learning help extract ...

Introduction To Machine Learning With R

Author: Scott V. Burger
Publisher: "O'Reilly Media, Inc."
ISBN: 149197639X
Size: 34.57 MB
Format: PDF, ePub, Docs
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Machine learning is an intimidating subject until you know the fundamentals. If you understand basic coding concepts, this introductory guide will help you gain a solid foundation in machine learning principles.

Introduction To Statistical Machine Learning

Author: Masashi Sugiyama
Publisher: Morgan Kaufmann
ISBN: 0128023503
Size: 51.91 MB
Format: PDF, Kindle
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Introduction to Statistical Machine Learning provides a general introduction to machine learning that covers a wide range of topics concisely and will help you bridge the gap between theory and practice.

Artificial Intelligence

Author: Richard E. Neapolitan
Publisher: CRC Press
ISBN: 1351384384
Size: 58.82 MB
Format: PDF, Mobi
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The first edition of this popular textbook, Contemporary Artificial Intelligence, provided an accessible and student friendly introduction to AI. This fully revised and expanded update, Artificial Intelligence: With an Introduction to ...

Machine Learning Mit Python Und Scikit Learn Und Tensorflow

Author: Sebastian Raschka
Publisher: MITP-Verlags GmbH & Co. KG
ISBN: 3958457355
Size: 42.79 MB
Format: PDF, ePub
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Datenanalyse mit ausgereiften statistischen Modellen des Machine Learnings Anwendung der wichtigsten Algorithmen und Python-Bibliotheken wie NumPy, SciPy, Scikit-learn, TensorFlow, Matplotlib, Pandas und Kera Best Practices zur Optimierung ...