Sobrecueva Automated Machine Learning with AutoKeras

Deep learning made accessible for everyone with just few lines of coding
1. Auflage 2021
ISBN: 978-1-80056-181-6
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection

E-Book, Englisch, 194 Seiten

No detailed description available for "Automated Machine Learning with AutoKeras".

Autoren/Hrsg.

Sobrecueva, Luis

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse
• Mathematik | Informatik EDV | Informatik Informatik Theoretische Informatik
• Mathematik | Informatik EDV | Informatik Programmierung | Softwareentwicklung Programmier- und Skriptsprachen

Inhaltsverzeichnis

Table of Contents - Introduction to Automated Machine Learning
- Getting Started with AutoKeras
- Automating the Machine Learning Pipeline with AutoKeras
- Image Classification and Regression Using AutoKeras
- Text Classification and Regression Using AutoKeras
- Working with Structured Data Using AutoKeras
- Sentiment Analysis Using AutoKeras
- Topic Classification Using AutoKeras
- Working with Multi-Modal Data and Multi-Task

- Exporting and Visualizing the Models

Über Autor(innen)

Sobrecueva Luis:

Luis Sobrecueva is a senior software engineer and ML/DL practitioner currently working at Cabify. He has been a contributor to the OpenAI project as well as one of the contributors to the AutoKeras project.