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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
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Are you curious about AI? All you need is a good understanding of the Scala programming language, a basic knowledge of statistics, a keen interest in Big Data processing, and this book!
  • 1. Getting Started
  • 2. Hello World
  • 3. Data preprocessing
  • 4. Unsupervised Learning
  • 5. Na
  • 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 - EPUB
  • Artikel-ID: e_3azi
  • Verleger: Packt Publishing