AWS

AWS SageMaker 자료

Kyle79 2021. 3. 3. 12:27

 

docs.aws.amazon.com/ko_kr/sagemaker/latest/dg/whatis.html

 

Amazon SageMaker이란 무엇입니까? - Amazon SageMaker

이 페이지에 작업이 필요하다는 점을 알려 주셔서 감사합니다. 실망시켜 드려 죄송합니다. 잠깐 시간을 내어 설명서를 향상시킬 수 있는 방법에 대해 말씀해 주십시오.

docs.aws.amazon.com

 

 

boto3.amazonaws.com/v1/documentation/api/latest/index.html

 

Boto3 documentation — Boto3 Docs 1.17.18 documentation

You use the AWS SDK for Python (Boto3) to create, configure, and manage AWS services, such as Amazon Elastic Compute Cloud (Amazon EC2) and Amazon Simple Storage Service (Amazon S3). The SDK provides an object-oriented API as well as low-level access to AW

boto3.amazonaws.com

 

 

sagemaker.readthedocs.io/en/stable/

 

Amazon SageMaker Python SDK — sagemaker 2.27.1 documentation

© Copyright 2021, Amazon Revision 9138168b.

sagemaker.readthedocs.io

 

 

github.com/aws/amazon-sagemaker-examples

 

aws/amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker - aws/amazon-sagemaker-examples

github.com

 

 

 

github.com/serithemage/AWS_AI_Study/tree/master/ML_Pipeline

 

serithemage/AWS_AI_Study

AWS AI 학습 리소스. Contribute to serithemage/AWS_AI_Study development by creating an account on GitHub.

github.com

 

 

github.com/joonkim-aiml/ml_bootcamp/blob/main/Banking%20Fraud%20with%20XGBoost.ipynb

 

joonkim-aiml/ml_bootcamp

Contribute to joonkim-aiml/ml_bootcamp development by creating an account on GitHub.

github.com

 

 

 

docs.aws.amazon.com/sagemaker/latest/dg/pytorch.html

 

Use PyTorch with Amazon SageMaker - Amazon SageMaker

Thanks for letting us know this page needs work. We're sorry we let you down. If you've got a moment, please tell us how we can make the documentation better.

docs.aws.amazon.com

 

 

sagemaker.readthedocs.io/en/stable/api/training/estimators.html

 

Estimators — sagemaker 2.27.1 documentation

input_shape (dict) – Specifies the name and shape of the expected inputs for your trained model in json dictionary form, for example: {‘data’:[1,3,1024,1024]}, or {‘var1’: [1,1,28,28], ‘var2’:[1,1,28,28]}

sagemaker.readthedocs.io

 

jalammar.github.io/gentle-visual-intro-to-data-analysis-python-pandas/

 

A Gentle Visual Intro to Data Analysis in Python Using Pandas

Discussions: Hacker News (195 points, 51 comments), Reddit r/Python (140 points, 18 comments) If you’re planning to learn data analysis, machine learning, or data science tools in python, you’re most likely going to be using the wonderful pandas librar

jalammar.github.io

 

 

github.com/mullue/amazon-sagemaker-architecting-for-ml/blob/master/Starter-Code-kr/How_to_downlaod_kaggle_data/0.download_kaggle_dataset.ipynb

 

mullue/amazon-sagemaker-architecting-for-ml

Materials for a 2-day instructor led course on applying machine learning - mullue/amazon-sagemaker-architecting-for-ml

github.com

 

 

github.com/mullue/amazon-sagemaker-architecting-for-ml/tree/master/Writeups-kr

 

mullue/amazon-sagemaker-architecting-for-ml

Materials for a 2-day instructor led course on applying machine learning - mullue/amazon-sagemaker-architecting-for-ml

github.com

 

 

www.youtube.com/watch?v=jF2BN98KBlg&feature=youtu.be

 

 

 

 

www.youtube.com/watch?v=miIVGlq6OUk&feature=youtu.be

 

 

 

 

 

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