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AWS Supports You: Using Amazon SageMaker Studio Lab to Learn and Experiment with ML gives viewers on our twitch.tv/aws channel an overview of the state of Machine Learning, SageMaker Studio Labs considerations, and a demo of the Studio Labs. This episode originally aired on October 10th, 2022.
Intro 0:00
Machine Learning Today 7:06
What is Amazon SageMaker Studio Lab? 16:50
Studio Labs Demo 31:18
Conclusions 52:29
Helpful Links:
Amazon SageMaker Studio Lab –
https://aws.amazon.com/sagemaker/studio-lab/
Amazon SageMaker Studio Lab –
https://studiolab.sagemaker.aws/
Dive into Deep Learning (D2L) – https://studiolab.sagemaker.aws/import/github/d2l-ai/d2l-pytorch-sagemaker-studio-lab/blob/main/GettingStarted-D2L.ipynb
AWS Machine Learning University – https://studiolab.sagemaker.aws/import/github/aws-samples/aws-machine-learning-university-accelerated-tab/blob/master/MLU-MAIN.ipynb
Hugging Face – https://studiolab.sagemaker.aws/import/github/huggingface/notebooks/blob/master/transformers_doc/quicktour.ipynb
Machine Learning Blog – https://aws.amazon.com/blogs/machine-learning/category/artificial-intelligence/sagemaker/
Studio labs examples – https://github.com/aws/studio-lab-examples
Machine-readable translation data related to the COVID-19 pandemic – https://tico-19.github.io/
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