Details zum E-Book

Scala for Machine Learning. Leverage Scala and Machine Learning to construct and study systems that can learn from data

Scala for Machine Learning. Leverage Scala and Machine Learning to construct and study systems that can learn from data

Patrick R. Nicolas

E-BOOK
  • 1. Getting Started
  • 2. Hello World
  • 3. Data preprocessing
  • 4. Unsupervised Learning
  • 5. Naïve Bayes Classifiers
  • 6. Regression and Regularization
  • 7. Sequential Data Models HMM and CRF
  • 8. Kernel models and Support Vector Machines
  • 9. Artificial Neural Networks
  • 10. Genetic Algorithms
  • 11. Reinforcement learning
  • 12. Scalable Frameworks
  • 13. Appendix: Appendix
  • 14. Appendix B
  • Titel:Scala for Machine Learning. Leverage Scala and Machine Learning to construct and study systems that can learn from data
  • Autor:Patrick R. Nicolas
  • Originaler Titel:Scala for Machine Learning. Leverage Scala and Machine Learning to construct and study systems that can learn from data
  • ISBN:9781783558759, 9781783558759
  • Veröffentlichungsdatum:2014-12-17
  • Format:E-Book
  • Artikel-ID: e_3azi
  • Verleger: Packt Publishing