A Brief Introduction to Machine Learning for Engineers
Author:   Osvaldo Simeone
Publisher:   now publishers Inc
ISBN:  

9781680834727


Pages:   250
Publication Date:   14 August 2018
Format:   Paperback
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

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A Brief Introduction to Machine Learning for Engineers


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Author:   Osvaldo Simeone
Publisher:   now publishers Inc
Imprint:   now publishers Inc
Weight:   0.359kg
ISBN:  

9781680834727


ISBN 10:   168083472
Pages:   250
Publication Date:   14 August 2018
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   In Print   Availability explained
This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us.

Table of Contents

I. Basics 1. Introduction 2. A Gentle Introduction through Linear Regression 3. Probabilistic Models for Learning II. Supervised Learning 4. Classification 5. Statistical Learning Theory III. Unsupervised Learning 6. Unsupervised Learning IV. Advanced Modelling and Inference 7. Probabilistic Graphical Models 8. Approximate Inference and Learning V. Conclusions 9. Concluding Remarks Appendices Acknowledgements References

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