Book

Deep Learning with PyTorch Lightning

This book will introduce you to the basics of PyTorch Lightning and how you can build deep learning models from scratch. You'll learn techniques for building a variety of model network architecture, debugging them, and tuning them by utilizing some of the advanced features of the PyTorch Lightning framework to research and invent new methods.

Offered byPackt Logo

Difficulty Level
Intermediate
Completion Time
12h12m approx.
Language
English
Certification
Not available

About Course

Book Content

chapters 12h12m total length

1. PyTorch Lightning Adventure
2. Getting Off the Ground with Your First Deep Learning Model
3. Transfer Learning Using Pre-Trained Models
4. Ready-to- Use Models from Bolts
5. Time Series Models
6. Deep Generative Models
7. Semi-Supervised Learning
8. Self-Supervised Learning
9. Deploying and Scoring Models
10. Scaling and Managing Training

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