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hsagemaker-bootcam-materials
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## Day 3 Materials | |
git clone https://github.com/HKT-SSA/bring-your-own-container-on-sm.git | |
git clone https://github.com/HKT-SSA/yolov5-on-sagemaker.git | |
powerpoint: https://tinyurl.com/y43bxytx | |
billing alert: https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/monitor_estimated_charges_with_cloudwatch.html | |
mlops: | |
https://github.com/imyoungyang/myAWSStudyBlog/tree/master/ml-ops-poc | |
https://github.com/imyoungyang/iam-nija-workshop | |
## Day 2 Afternoon Materials | |
bash | |
cd SageMaker | |
git clone https://github.com/HKT-SSA/sagemaker-fraud-detection.git | |
## Day 2 Monring Materials | |
wget "https://cathypersonalwebsite.s3.us-east-2.amazonaws.com/lab_3_notebook.ipynb" -O /home/ec2-user/SageMaker/lab3.ipynb | |
wget "https://cathypersonalwebsite.s3.us-east-2.amazonaws.com/golden_retriever.jpg" -O /home/ec2-user/SageMaker/golden_retriever.jpg | |
## Day 1 Materials | |
curl -o /home/ec2-user/SageMaker/xgboost_customer_churn_bootcamp_student.ipynb https://cathypersonalwebsite.s3.us-east-2.amazonaws.com/xgboost_customer_churn_bootcamp_student_EN_C.ipynb | |
curl -o /home/ec2-user/SageMaker/xgboost_customer_churn_bootcamp_student_solution.ipynb https://cathypersonalwebsite.s3.us-east-2.amazonaws.com/xgboost_customer_churn_bootcamp_student_EN_C.ipynb | |
curl -o /home/ec2-user/SageMaker/churn.txt https://cathypersonalwebsite.s3.us-east-2.amazonaws.com/churn.txt | |
curl -o /home/ec2-user/SageMaker/template-cloudwatch.yaml https://cathypersonalwebsite.s3.us-east-2.amazonaws.com/template-cloudwatch.yaml | |
curl -o /home/ec2-user/SageMaker/UsingDeepARtoForecastElectricityTimeSeriesData.ipynb https://cathypersonalwebsite.s3.us-east-2.amazonaws.com/UsingDeepARtoForecastElectricityTimeSeriesData.ipynb | |
curl -o /home/ec2-user/SageMaker/household_power_consumption.txt https://cathypersonalwebsite.s3.us-east-2.amazonaws.com/household_power_consumption.txt | |
curl -o /home/ec2-user/SageMaker/labALL.zip https://cathypersonalwebsite.s3.us-east-2.amazonaws.com/cathydata2.zip | |
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