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Deep Learning on Rails with PyTorch Lightning

In this session, you'll learn how to create a simple deep learning model using PyTorch Lightning. You'll work through the steps of defining and training the model, making predictions, and evaluating model performance.
Luca Antiga
Luca Antiga

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실습 문제하고 트랙하세요.

Google로 계속하기계속 진행하시면 다음 사항에 동의하는 것으로 간주됩니다: 이용약관 및 개인정보 처리방침 그리고 귀하의 데이터가 미국에 저장된다는 점에 동의하는 것으로 간주됩니다.

PyTorch is the most popular tool for creating deep learning models. It's very powerful, but you need to write a lot of code to make anything work. PyTorch Lightning lets you write simpler code to complete your tasks and be more productive. It's like "Ruby on Rails" for deep learning.

In this session, you'll learn how to create a simple deep learning model using PyTorch Lightning. You'll work through the steps of defining and training the model, making predictions, and evaluating model performance. You'll also see how the Lightning Studio platform can be used for deep learning and AI development.

Key Takeaways:

  • Learn how to create and run a deep learning model.
  • Learn how to perform machine learning workflows in PyTorch Lightning.
  • See how Lightning Studio can be used for deep learning and AI development.

Resources (including link to code along!)

주제

Machine LearningArtificial IntelligencePythonData Scientist

관련

튜토리얼

PyTorch Lightning: A Comprehensive Hands-On Tutorial

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