PyTorch Essential Training: Deep Learning

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Free Online Course: PyTorch Essential Training: Deep Learning provided by LinkedIn Learning is a comprehensive online course, which lasts for Less than 1 hour of material. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from LinkedIn Learning. PyTorch Essential Training: Deep Learning is taught by Jonathan Fernandes.

via LinkedIn Learning

Less than 1 hour of material

Self Paced

Explore the basics of deep learning using PyTorch. Learn about the components of an image recognition model using the Fashion MNIST dataset.

Syllabus

Introduction
- Welcome
- What you should know before watching this course
1. Fashion MNIST and Neural Networks
- Working with the Fashion MNIST dataset
- Neural network intuition
2. Working with Classes and Tensors
- Classes
- Tensors
- Training the network
3. Working with Loss, Autograd, and Optimizers
- Loss
- Autograd
- Autograd with tensors
- Optimizers
- Using optimizers
4. Troubleshooting and CPU/GPU Usage
- Troubleshooting
- CPU to GPU
- Validation
Conclusion
- Future project ideas

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Language

English
Certificate
Certificate Available
Date of Start
03rd October, 2019
Price
Free Trial Available
Provider
LinkedIn Learning
Taught By

Jonathan Fernandes
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