Ebook details

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

EBOOK
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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
  • Title:Scala for Machine Learning. Leverage Scala and Machine Learning to construct and study systems that can learn from data
  • Author:Patrick R. Nicolas
  • Original title:Scala for Machine Learning. Leverage Scala and Machine Learning to construct and study systems that can learn from data
  • ISBN:9781783558759, 9781783558759
  • Date of issue:2014-12-17
  • Format:Ebook - EPUB
  • Item ID: e_3azi
  • Publisher: Packt Publishing