Sawarkar Deep Learning with PyTorch Lightning

Swiftly build high-performance Artificial Intelligence (AI) models using Python
1. Auflage 2022
ISBN: 978-1-80056-927-0
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection

E-Book, Englisch, 366 Seiten

No detailed description available for "Deep Learning with PyTorch Lightning".

Autoren/Hrsg.

Sawarkar, Kunal

Fachgebiete

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

Inhaltsverzeichnis

Table of Contents - PyTorch Lightning Adventure
- Getting Off the Ground with Your First Deep Learning Model
- Transfer Learning Using Pre-Trained Models
- Ready-to- Use Models from Bolts
- Time Series Models
- Deep Generative Models
- Semi-Supervised Learning
- Self-Supervised Learning
- Deploying and Scoring Models
- Scaling and Managing Training

Über Autor(innen)

Sawarkar Kunal:

Kunal Sawarkar is a chief data scientist and AI thought leader. He leads the worldwide partner ecosystem in building innovative AI products. He also serves as an advisory board member and an angel investor. He holds a master's degree from Harvard University with major coursework in applied statistics. He has been applying machine learning to solve previously unsolved problems in industry and society, with a special focus on deep learning and self-supervised learning. Kunal has led various AI product R&D labs and has 20+ patents and papers published in this field. When not diving into data, he loves doing rock climbing and learning to fly aircraft, in addition to an insatiable curiosity for astronomy and wildlife.