Deep Learning on AWS made simple - AWS Online Tech Talks

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Published Feb 20, 2025

TensorFlow and PyTorch are the two most popular deep learning (DL) frameworks today for developing and running neural networks. These frameworks are easy to get started, but developers and data scientists find it challenging to setup and ensure that DL frameworks include the latest performance optimizations, and scale them to a large number of CPUs and GPUs to deliver faster results. In this session, you’ll learn how to leverage AWS optimized DL framework containers to train quickly and save cost with Amazon SageMaker, and skip the complicated process of managing and optimizing your framework environments.

Learning Objectives:
* Objective 1: Understand and dive into the most popular deep learning frameworks such as TensorFlow and PyTorch
* Objective 2: Learn how to get started with deep learning frameworks on Amazon SageMaker
* Objective 3: Evaluate how to train quickly and save cost with Amazon SageMaker by using AWS optimized DL framework containers

***To learn more about the services featured in this talk, please visit: https://aws.amazon.com/machine-learning Subscribe to AWS Online Tech Talks On AWS:
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