Scala for Machine Learning. Leverage Scala and Machine Learning to construct and study systems that can learn from data - Helion
ebook
Autor: Patrick R. NicolasTytuł oryginału: Scala for Machine Learning. Leverage Scala and Machine Learning to construct and study systems that can learn from data
ISBN: 9781783558759
stron: 624, Format: ebook
Data wydania: 2014-12-17
Księgarnia: Helion
Cena książki: 189,00 zł
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Spis treści
Scala for Machine Learning. Leverage Scala and Machine Learning to construct and study systems that can learn from data eBook -- spis treści
- 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