SageMaker调研

[lpj0822]

@vitahlin https://github.com/aws/sagemaker-python-sdk 看看这个

[foww-0001]

官方介绍：https://docs.aws.amazon.com/zh_cn/sagemaker/latest/dg/whatis.html

[lpj0822]

Groundtruth 定价：https://aws.amazon.com/cn/sagemaker/groundtruth/pricing/

[lpj0822]

http://ml-bot.s3-website.cn-north-1.amazonaws.com.cn/

[lpj0822]

https://aws-ml-bot-dev.authing.cn/login?app_id=6017b44b1bce356d612e3034

[lpj0822]

AWS GLB 价格计算器：https://calculator.aws/#/

[lpj0822]

https://aws.amazon.com/cn/sdk-for-python/

[lpj0822]

https://www.amazonaws.cn/en/ec2/instance-types/

[lpj0822]

https://github.com/aws/amazon-sagemaker-examples/tree/35e2faf7d1cc48ccedf0b2ede1da9987a18727a5/advanced_functionality/tensorflow_bring_your_own

[lpj0822]

https://github.com/aws/amazon-sagemaker-examples/tree/35e2faf7d1cc48ccedf0b2ede1da9987a18727a5/ground_truth_labeling_jobs/bring_your_own_model_for_sagemaker_labeling_workflows_with_active_learning/container

[MiniBullLab]

https://github.com/udacity/sagemaker-deployment

[MiniBullLab]

https://github.com/boto/boto3

[foww-0001]

sagemaker mxnet与onnx的转换： https://docs.aws.amazon.com/zh_cn/dlami/latest/devguide/tutorial-mxnet-inference-onnx.html https://docs.aws.amazon.com/zh_cn/dlami/latest/devguide/tutorial-onnx-mxnet-cntk.html https://www.cnblogs.com/cloudrivers/p/12129606.html

[MiniBullLab]

https://github.com/aws-samples/amazon-ipc-ai-saas

[vitahlin]

构建自己的处理容器：https://docs.amazonaws.cn/sagemaker/latest/dg/build-your-own-processing-container.html

[kingwangxiang]

aws pipeline整理

[kingwangxiang]

ENTRYPOINT ["python3", "/processing_script.py"] 接口对接说明

[foww-0001]

实时收集、处理和分析数据流:https://cn-northwest-1.console.amazonaws.cn/kinesis/home?region=cn-northwest-1#/home

[vitahlin]

流程大体确定。