Practical Machine Learning, J. Leek, R. Peng, B. Caffo, Johns Hopkins University (https://www.coursera.org/jhu)
Probabilistic Graphical Models, D. Koller, Stanford University (https://www.coursera.org/course/pgm)
Machine Learning, A. Ng, Stanford University (https://www.coursera.org/course/ml)
Scala for Machine Learning
By :
Scala for Machine Learning
By:
Overview of this book
Table of Contents (20 chapters)
Scala for Machine Learning
Credits
About the Author
About the Reviewers
www.PacktPub.com
Preface
Free Chapter
Getting Started
Hello World!
Data Preprocessing
Unsupervised Learning
Naïve Bayes Classifiers
Regression and Regularization
Sequential Data Models
Kernel Models and Support Vector Machines
Artificial Neural Networks
Genetic Algorithms
Reinforcement Learning
Scalable Frameworks
Basic Concepts
Index
Customer Reviews