Machine learning with Scala quick start guide : leverage popular machine learning algorithms and techniques and implement them in Scala /

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Scala as a programming language is a highly scalable integration of object-oriented and functional programming, which makes it easy to build scalable and complex big data applications. This book is a handy guide for machine learning developers and data scientists who want to train effective machine...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Karim, Md. Rezaul (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Birmingham ; Mumbai : Packt Publishing, 2019.
Temas:
Machine learning.
Scala (Computer program language)
Python (Computer program language)
Neural networks (Computer science)
Scala (Langage de programmation)
Apprentissage automatique.
Python (Langage de programmation)
Réseaux neuronaux (Informatique)
Database design & theory.
Data capture & analysis.
Information architecture.
Mathematical theory of computation.
Computers > Data Processing.
Computers > Data Modeling & Design.
Computers > Machine Theory.
Machine learning
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 1. Introduction to Machine Learning with Scala
  • 2. Scala for Regression Analysis
  • 3. Scala for Learning Classification
  • 4. Scala for Tree-Based Ensemble Techniques
  • 5. Scala for Dimensionality Reduction and Clustering
  • 6. Scala for Recommender System
  • 7. Introduction to Deep Learning with Scala.

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