Machine Learning: An Applied Mathematics Introduction

Wilmott, Paul

ISBN 10: 1916081606 / ISBN 13: 9781916081604

Editore: Panda Ohana Publishing, 2019

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Titolo: Machine Learning: An Applied Mathematics ...

Casa editrice: Panda Ohana Publishing

Data di pubblicazione: 2019

Legatura: paperback

Condizione: Acceptable

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Riassunto:

Machine Learning: An Applied Mathematics Introduction covers the essential mathematics behind all of the following topics

• K Nearest Neighbours
  
• K Means Clustering
  
• Naïve Bayes Classifier
  
• Regression Methods
  
• Support Vector Machines
  
• Self-Organizing Maps
  
• Decision Trees
  
• Neural Networks
  
• Reinforcement Learning
  

Paul Wilmott brings three decades of experience in education, and his inimitable style, to this, the hottest of subjects. This book is an accessible introduction for anyone who wants to understand the foundations but also wants to “get to the meat without having to eat too many vegetables.”

Paul Wilmott has been called “cult derivatives lecturer” by the Financial Times and “financial mathematics guru” by the BBC.

L'autore:

Paul Wilmott studied mathematics at St Catherine's College, Oxford, where he also received his D.Phil. He is the author of Paul Wilmott Introduces Quantitative Finance (Wiley 2007), Paul Wilmott On Quantitative Finance (Wiley 2006), Frequently Asked Questions in Quantitative Finance (Wiley 2009), The Money Formula (with David Orrell) (Wiley 2017) and other financial textbooks. He has written over 100 research articles on finance and mathematics. Paul Wilmott was a founding partner of the volatility arbitrage hedge fund Caissa Capital which managed $170 million. His responsibilities included forecasting, derivatives pricing, and risk management. Paul is the proprietor of www.wilmott.com, the popular quantitative finance community website, and the quant magazine Wilmott. He is the creator of the Certificate in Quantitative Finance, cqf.com, and the President of the CQF Institute, cqfinstitute.org. Paul Wilmott has been called "cult derivatives lecturer" by the Financial Times and "financial mathematics guru" by the BBC.