Gopalakrishnan / Venkateswarlu Machine Learning for Mobile

Practical guide to building intelligent mobile applications powered by machine learning
1. Auflage 2018
ISBN: 978-1-78862-142-7
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 274 Seiten

No detailed description available for "Machine Learning for Mobile".

Autoren/Hrsg.

Gopalakrishnan, Revathi

Venkateswarlu, Avinash

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Datenbankdesign & Datenbanktheorie
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Handheld Programmierung
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsarchitektur

Inhaltsverzeichnis

Table of Contents - Introduction to Machine Learning on Mobile
- Supervised and Unsupervised Learning Algorithms
- Random Forest on iOS
- Tensor Flow Mobile in Android
- Regression Using CoreML in iOS
- ML Kit and Image Labelling
- Spam Message Detection in iOS - CoreML
- Fritz
- Neural Networks on Mobile
- Mobile Application using Google Cloud Vision
- Future of ML on Mobile Applications
- Appendix

Über Autor(innen)

Gopalakrishnan Revathi:
Revathi Gopalakrishnan is a software professional with more than 17 years of experience in the IT industry. She has worked extensively in mobile application development and has played various roles, including developer and architect, and has led various enterprise mobile enablement initiatives for large organizations. She has also worked on a host of consumer applications for various customers around the globe. She has an interest in emerging areas, and machine learning is one of them. Through this book, she has tried to bring out how machine learning can make mobile application development more interesting and super cool. Revathi resides in Chennai and enjoys her weekends with her husband and her two lovely daughters.Venkateswarlu Avinash:
Avinash Venkateswarlu has more than 3 years' experience in IT and is currently exploring mobile machine learning. He has worked in enterprise mobile enablement projects and is interested in emerging technologies such as mobile machine learning and cryptocurrency. Venkateswarlu works in Chennai, but enjoys spending his weekends in his home town, Nellore. He likes to do farming or yoga when he is not in front of his laptop exploring emerging technologies.