Kanber Hands-on Machine Learning with JavaScript

Solve complex computational web problems using machine learning
1. Auflage 2018
ISBN: 978-1-78899-030-1
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 356 Seiten

No detailed description available for "Hands-on Machine Learning with JavaScript".

Autoren/Hrsg.

Kanber, Burak

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Spracherkennung, Sprachverarbeitung
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Programmier- und Skriptsprachen

Inhaltsverzeichnis

Table of Contents - Exploring the potential of Javascript
- Data Exploration
- Tour of machine learning algorithms
- Grouping with Clustering Algorithms
- Identify patterns with Classification Algorithms
- Applying Association Rule Algorithms
- Forecast with Regression Algorithms
- Artificial Neural Network Algorithms
- Deep Neural Network
- Natural Language Processing in practice

- Using Machine Learning on javascript Real-time applications
- Choosing the best algorithm for your application

Über Autor(innen)

Kanber Burak:

Burak Kanber is an entrepreneur, software engineer, and the co-author of "Genetic Algorithms in Java". He earned his Bachelor's and Master's degrees in Mechanical Engineering from the prestigious Cooper Union in New York City, where he concentrated on software modeling and simulation of hybrid vehicle powertrains. Currently, Burak is a founder and the CTO of Tidal Labs, a popular enterprise influencer marketing platform. Previously, Burak had founded several startups, most notably a boutique design and engineering firm that helped startups and small businesses solve difficult technical problems. Through Tidal Labs, his engineering firm, and his other consulting work, Burak has helped design and produce dozens of successful products and has served as a technical advisor to many startups. Burak's core competencies are in machine learning, web technologies (specifically PHP and JavaScript), engineering (software, hybrid vehicles, control systems), product design and agile development. He's also worked on several interactive art projects, is a musician, and is a published engineer.