Questions tagged [aws]
Amazon Web Services (AWS) is a popular cloud computing service offered by Amazon.
55 questions
2 votes
0 answers
62 views
Designing a data science workflow for a small company
I work at a company with eight employees, and was recently hired as a data/business analyst. The company uses an in-house software to manage online retail sales. There is a huge amount of data ...
- 21
7 votes
2 answers
8k views
Is it possible to work with AWS Sagemaker Studio Notebooks using a local IDE?
Is it possible to work with AWS Sagemaker Studio Notebooks using an IDE such as VSCode or PyCharm/IntelliJ running on my local machine? And if yes, how? Ideally I'd like to want to connect to the ...
- 171
0 votes
1 answer
45 views
Which specific AWS service to use for running Benchmark Regressions on datasets far too large to run locally on my laptop [closed]
I am in the middle of a research project with a collaborator in which he has proposed a novel statistical learning processor for optimal variable selection, and I am running the 3 Benchmark Variable ...
- 167
0 votes
0 answers
581 views
Loading a model saved in s3 to SageMaker instance
I trained a ML model in SageMaker using Docker Container. After the training is finished, the model is saved as .pkl file which gets written to S3 bucket as .tar file. I need to use that model to run ...
- 101
1 vote
1 answer
55 views
Deploy ML Model on AWS
So I have trained a ML Model and I need to use it on AWS to make predictions on newly fed in data on a periodic daily basis, and output this data in the form of an attached email. However I am fairly ...
- 11
0 votes
1 answer
820 views
Pandas On AWS Sagemaker
Hello Guys i have a question We want to start working with AWS Sagemaker. I understand that i can open Jupiter notebook and work like it was in my computer. but i know pandas working on single ...
- 45
1 vote
0 answers
131 views
Docker File AWS [closed]
I am trying to implement a docker file for Amazon Sagemaker Container,in initial step i am following this link https://towardsdatascience.com/brewing-up-custom-ml-models-on-aws-sagemaker-e09b64627722 ...
- 31
0 votes
2 answers
281 views
OOM memory after kernel restart, was working before
Ran my CNN on a SageMaker notebook and it started training, but I had to restart the kernel due to AWS disconnecting. However when I tried to rerun my code, I received an OOM error, and it never ...
- 451