Akhil Wali — Clojure for Machine Learning

Akhil Wali — Clojure for Machine Learning
Akhil Wali — Clojure for Machine Learning
19 MB
Clojure for Machine Learning
Год: 2014
Автор: Akhil Wali
Издательство: Packt Publishing
ISBN: 9781783284351
Язык: Английский
Формат: PDF/ePub/MOBI
Качество: Изначально компьютерное (eBook)
Интерактивное оглавление: Да
Количество страниц: 292
Описание: Clojure for Machine Learning is an introduction to machine learning techniques and algorithms. This book demonstrates how you can apply these techniques to real-world problems using the Clojure programming language.
It explores many machine learning techniques and also describes how to use Clojure to build machine learning systems. This book starts off by introducing the simple machine learning problems of regression and classification. It also describes how you can implement these machine learning techniques in Clojure. The book also demonstrates several Clojure libraries, which can be useful in solving machine learning problems.
Clojure for Machine Learning familiarizes you with several pragmatic machine learning techniques. By the end of this book, you will be fully aware of the Clojure libraries that can be used to solve a given machine learning problem.
Примеры страниц
Chapter 1: Working with Matrices
Chapter 2: Understanding Linear Regression
Chapter 3: Categorizing Data
Chapter 4: Building Neural Networks
Chapter 5: Selecting and Evaluating Data
Chapter 6: Building Support Vector Machines
Chapter 7: Clustering Data
Chapter 8: Anomaly Detection and Recommendation
Chapter 9: Large-scale Machine Learning
Appendix: References