Machine learning with Scala quick start guide :: leverage popular machine learning algorithms and techniques and implement them in Scala /
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...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Birmingham ; Mumbai :
Packt Publishing,
2019.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | 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 learning models using this popular language. |
| Beschreibung: | Includes index. |
| Beschreibung: | 1 online resource (215 pages) |
| Bibliographie: | Includes bibliographical references. |
| ISBN: | 1789345413 9781789345414 |
Internformat
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| 520 | |a 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 learning models using this popular language. | ||
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| contents | Introduction to Machine Learning with Scala -- Scala for Regression Analysis -- Scala for Learning Classification -- Scala for Tree-Based Ensemble Techniques -- Scala for Dimensionality Reduction and Clustering -- Scala for Recommender System -- Introduction to Deep Learning with Scala. |
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| spelling | Karim, Md. Rezaul, author. Machine learning with Scala quick start guide : leverage popular machine learning algorithms and techniques and implement them in Scala / Md. Rezaul Karim. Birmingham ; Mumbai : Packt Publishing, 2019. ©2019 1 online resource (215 pages) text txt rdacontent computer c rdamedia online resource cr rdacarrier Includes index. Print version record. 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. 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 learning models using this popular language. Includes bibliographical references. Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Scala (Computer program language) http://id.loc.gov/authorities/subjects/sh2010013203 Python (Computer program language) http://id.loc.gov/authorities/subjects/sh96008834 Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Scala (Langage de programmation) Apprentissage automatique. Python (Langage de programmation) Réseaux neuronaux (Informatique) Database design & theory. bicssc Data capture & analysis. bicssc Machine learning. bicssc Information architecture. bicssc Mathematical theory of computation. bicssc Computers Data Processing. bisacsh Computers Data Modeling & Design. bisacsh Computers Machine Theory. bisacsh Machine learning fast Neural networks (Computer science) fast Python (Computer program language) fast Scala (Computer program language) fast has work: Machine Learning with Scala Quick Start Guide (Work) https://id.oclc.org/worldcat/entity/E39PCYTrYpVwb6tXywjMyBfFQV https://id.oclc.org/worldcat/ontology/hasWork Print version: Karim, Rezaul. Machine Learning with Scala Quick Start Guide : Leverage Popular Machine Learning Algorithms and Techniques and Implement Them in Scala. Birmingham : Packt Publishing, Limited, ©2019 9781789345070 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2116465 Volltext |
| spellingShingle | Karim, Md. Rezaul Machine learning with Scala quick start guide : leverage popular machine learning algorithms and techniques and implement them in Scala / Introduction to Machine Learning with Scala -- Scala for Regression Analysis -- Scala for Learning Classification -- Scala for Tree-Based Ensemble Techniques -- Scala for Dimensionality Reduction and Clustering -- Scala for Recommender System -- Introduction to Deep Learning with Scala. Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Scala (Computer program language) http://id.loc.gov/authorities/subjects/sh2010013203 Python (Computer program language) http://id.loc.gov/authorities/subjects/sh96008834 Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Scala (Langage de programmation) Apprentissage automatique. Python (Langage de programmation) Réseaux neuronaux (Informatique) Database design & theory. bicssc Data capture & analysis. bicssc Machine learning. bicssc Information architecture. bicssc Mathematical theory of computation. bicssc Computers Data Processing. bisacsh Computers Data Modeling & Design. bisacsh Computers Machine Theory. bisacsh Machine learning fast Neural networks (Computer science) fast Python (Computer program language) fast Scala (Computer program language) fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh85079324 http://id.loc.gov/authorities/subjects/sh2010013203 http://id.loc.gov/authorities/subjects/sh96008834 http://id.loc.gov/authorities/subjects/sh90001937 |
| title | Machine learning with Scala quick start guide : leverage popular machine learning algorithms and techniques and implement them in Scala / |
| title_alt | Introduction to Machine Learning with Scala -- Scala for Regression Analysis -- Scala for Learning Classification -- Scala for Tree-Based Ensemble Techniques -- Scala for Dimensionality Reduction and Clustering -- Scala for Recommender System -- Introduction to Deep Learning with Scala. |
| title_auth | Machine learning with Scala quick start guide : leverage popular machine learning algorithms and techniques and implement them in Scala / |
| title_exact_search | Machine learning with Scala quick start guide : leverage popular machine learning algorithms and techniques and implement them in Scala / |
| title_full | Machine learning with Scala quick start guide : leverage popular machine learning algorithms and techniques and implement them in Scala / Md. Rezaul Karim. |
| title_fullStr | Machine learning with Scala quick start guide : leverage popular machine learning algorithms and techniques and implement them in Scala / Md. Rezaul Karim. |
| title_full_unstemmed | Machine learning with Scala quick start guide : leverage popular machine learning algorithms and techniques and implement them in Scala / Md. Rezaul Karim. |
| title_short | Machine learning with Scala quick start guide : |
| title_sort | machine learning with scala quick start guide leverage popular machine learning algorithms and techniques and implement them in scala |
| title_sub | leverage popular machine learning algorithms and techniques and implement them in Scala / |
| topic | Machine learning. http://id.loc.gov/authorities/subjects/sh85079324 Scala (Computer program language) http://id.loc.gov/authorities/subjects/sh2010013203 Python (Computer program language) http://id.loc.gov/authorities/subjects/sh96008834 Neural networks (Computer science) http://id.loc.gov/authorities/subjects/sh90001937 Scala (Langage de programmation) Apprentissage automatique. Python (Langage de programmation) Réseaux neuronaux (Informatique) Database design & theory. bicssc Data capture & analysis. bicssc Machine learning. bicssc Information architecture. bicssc Mathematical theory of computation. bicssc Computers Data Processing. bisacsh Computers Data Modeling & Design. bisacsh Computers Machine Theory. bisacsh Machine learning fast Neural networks (Computer science) fast Python (Computer program language) fast Scala (Computer program language) fast |
| topic_facet | 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 |
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