Fundamentals of Machine Learning for Predictive Data Analytics second edition

This second edition covers recent developments in machine learning, especially in a new chapter on deep learning, and two new chapters that go beyond predictive analytics to cover unsupervised learning and reinforcement learning.

Fundamentals of Machine Learning for Predictive Data Analytics  second edition

Fundamentals of Machine Learning for Predictive Data Analytics second edition

The second edition of a comprehensive introduction to machine learning approaches used in predictive data analytics, covering both theory and practice. Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification. This introductory textbook offers a detailed and focused treatment of the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications. Technical and mathematical material is augmented with explanatory worked examples, and case studies illustrate the application of these models in the broader business context. This second edition covers recent developments in machine learning, especially in a new chapter on deep learning, and two new chapters that go beyond predictive analytics to cover unsupervised learning and reinforcement learning.

More Books:

Fundamentals of Machine Learning for Predictive Data Analytics, second edition
Language: un
Pages: 856
Authors: John D. Kelleher, Brian Mac Namee, Aoife D'Arcy
Categories: Computers
Type: BOOK - Published: 2020-10-20 - Publisher: MIT Press

The second edition of a comprehensive introduction to machine learning approaches used in predictive data analytics, covering both theory and practice. Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment,
Fundamentals of Machine Learning for Predictive Data Analytics
Language: un
Pages: 624
Authors: John D. Kelleher, Brian Mac Namee, Aoife D'Arcy
Categories: Computers
Type: BOOK - Published: 2015-07-24 - Publisher: MIT Press

A comprehensive introduction to the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications.
Fundamentals of Machine Learning for Predictive Data Analytics, Second Edition
Language: en
Pages: 856
Authors: John D. Kelleher, Brian Mac Namee, Aoife D'Arcy
Categories: Computers
Type: BOOK - Published: 2020 - Publisher:

"A comprehensive introduction to the most important machine learning approaches used in predictive data analytics, covering both theoretical concepts and practical applications"--
Neuronale Netze Selbst Programmieren
Language: de
Pages: 232
Authors: Tariq Rashid
Categories: Computers
Type: BOOK - Published: 2017 - Publisher:

Neuronale Netze sind Schlüsselelemente des Deep Learning und der Künstlichen Intelligenz, die heute zu Erstaunlichem in der Lage sind. Dennoch verstehen nur wenige, wie Neuronale Netze tatsächlich funktionieren. Dieses Buch nimmt Sie mit auf eine unterhaltsame Reise, die mit ganz einfachen Ideen beginnt und Ihnen Schritt für Schritt zeigt, wie
Mastering Predictive Analytics with R - Second Edition
Language: un
Pages: 448
Authors: James D. Miller, Rui Miguel Forte
Categories: Computers
Type: BOOK - Published: 2017-08-18 - Publisher:

Master the craft of predictive modeling in R by developing strategy, intuition, and a solid foundation in essential conceptsAbout This Book* Grasping the major methods of predictive modeling and moving beyond black box thinking to a deeper level of understanding* Leveraging the flexibility and modularity of R to experiment with

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