(Ebook) Adaptive Machine Learning Algorithms with Python: Solve Data Analytics and Machine Learning Problems on Edge Devices by Chanchal Chatterjee ISBN 9781484280164, 1484280164

(Ebook) Adaptive Machine Learning Algorithms with Python: Solve Data Analytics and Machine Learning Problems on Edge Devices by Chanchal Chatterjee ISBN 9781484280164, 1484280164

Learn to use adaptive algorithms to solve real-world streaming data problems. This book covers a multitude of data processing challenges, ranging from the simple to the complex. At each step, you will gain insight into real-world use cases, find solutions, explore code used to solve these problems, and create new algorithms for your own use.What You Will Learn* Apply adaptive algorithms to practical applications and examples* Understand the relevant data representation features and computational models for time-varying multi-dimensional data* Derive adaptive algorithms for mean, median, covariance, eigenvectors (PCA) and generalized eigenvectors with experiments on real data* Speed up your algorithms and put them to use on real-world stationary and non-stationary data* Master the applications of adaptive algorithms on critical edge device computation applications