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DataTalksClub/machine-learning-zoomcamp
这是一个为期4个月的免费机器学习工程课程，涵盖从Python模型构建到生产部署的完整流程，包括线性回归、决策树、深度学习等算法，并使用Docker、FastAPI、Kubernetes等工具进行实战部署。
技术栈
05-deployment/code python
框架
Flask
查看全部依赖 (7)
依赖
NumPy
gunicorn
name
python_version
scikit-learn
url
verify_ssl
10-kubernetes/code python
框架
Flask
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依赖
grpcio
gunicorn
keras-image-helper
name
python_version
tensorflow-protobuf
url
verify_ssl
10-kubernetes/code/ping python
框架
Flask
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依赖
gunicorn
name
python_version
url
verify_ssl
11-kserve/code/churn python
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依赖
Pandas
joblib
name
python_version
scikit-learn
url
verify_ssl
11-kserve/code/image_transfomer python
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依赖
keras-image-helper
kserve
name
python_version
url
verify_ssl
cohorts/2021/05-deployment/homework python
框架
Flask
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依赖
gunicorn
name
python_version
scikit-learn
url
verify_ssl
cohorts/2022/05-deployment/homework python
框架
Flask
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依赖
name
python_version
scikit-learn
url
verify_ssl
waitress
cohorts/2023/05-deployment/homework python
框架
Flask
查看全部依赖 (6)
依赖
name
python_version
scikit-learn
url
verify_ssl
waitress
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