Load S3 Data into AWS SageMaker Notebook

Question

I\'ve just started to experiment with AWS SageMaker and would like to load data from an S3 bucket into a pandas dataframe in my SageMaker python jupyter notebook for analysi

Answer 1

You could also access your bucket as your file system using s3fs

import s3fs
fs = s3fs.S3FileSystem()

# To List 5 files in your accessible bucket
fs.ls('s3://bucket-name/data/')[:5]

# open it directly
with fs.open(f's3://bucket-name/data/image.png') as f:
    display(Image.open(f))