AWS Sagemaker tutorial | Build and deploy a Machine Learning API with Python

Опубликовано: 28 Октябрь 2024
на канале: Computer vision engineer

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Code: https://bit.ly/46Qk2Dt

Iris dataset: https://archive.ics.uci.edu/dataset/5...
XGBoost Hyperparameters: https://docs.aws.amazon.com/sagemaker...

🎬 Timestamps ⏱️
0:00 Intro
0:54 Create SageMaker notebook
3:46 Data preparation
16:27 Move data to S3 bucket
22:47 Create model
31:21 Train model
35:20 Deploy model
37:10 Create Lambda function
44:49 Create API
50:52 Test API
53:12 Outro

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#sagemaker #aws #python #machinelearning #api #machinelearningapi