Solution Manual for Machine Learning – Sergios Theodoridis

Solution Manual for Machine Learning: A Bayesian and Optimization Perspective – 1st and 2nd Edition

+ Textbook for 2nd and 1st Edition

Author: Sergios Theodoridis

The Textbook and Solution Manual for Machine Learning by Theodoridis are sold separately. You can contact us if you have any questions.

Solution Manual for Machine Learning 2nd Edition Sergios Theodoridis

Theodoridis Machine Learning Solution Manual

First product includes two official Solution Manuals for 1st and 2nd edition. Solution Manual for 1st Edition covers all chapters  2 to 18 of textbook (except than chapters 11). Also, Solution Manual for 2nd edition covers all chapter of the textbook (chapters 2 to 19). There is one PDF file for each of chapters on both of editions.

Size3.48 MB

File Specification for Solution Manual 1st edition

Size1.72 MB


Payment for first product (Solution Manual for Machine Learning by Theodoridis – 1st and 2nd Editions)

Second product includes two textbooks for 1st and 2nd Editions. Their specifications and the covers are available in following.

Sergios Theodoridis Machine Learning 2nd Edition

Download Machine Learning by Theodoridis

About the textbook: Machine Learning: A Bayesian and Optimization Perspective, 2nd edition, gives a unified perspective on machine learning by covering both pillars of supervised learning, namely regression and classification. The book starts with the basics, including mean square, least squares and maximum likelihood methods, ridge regression, Bayesian decision theory classification, logistic regression, and decision trees. It then progresses to more recent techniques, covering sparse modelling methods, learning in reproducing kernel Hilbert spaces and support vector machines, Bayesian inference with a focus on the EM algorithm and its approximate inference variational versions, Monte Carlo methods, probabilistic graphical models focusing on Bayesian networks, hidden Markov models and particle filtering.  Read more

File Specification for Textbook 2nd Edition

Size20.3 MB

File Specification for Textbook 1st Edition

Size26.8 MB


Payment for the Second product (Textbooks for 2nd and 1st Edition)

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