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DataTalksClub/mlops-zoomcamp
MLOps Zoomcamp是一个免费的9周MLOps在线课程,专注于机器学习服务从训练到部署与监控的全流程生产化实践。课程包含结构化模块、实践工作坊和最终项目,适合希望掌握MLOps核心概念与工具的数据专业人士。
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依赖
Flask
NumPy
Pandas
Werkzeug
black
boto3
cloudpickle
dataclasses
deepdiff
evidently
fastparquet
gunicorn
hyperopt
isort
joblib
jupyter
matplotlib
mlflow
name
orjson
pre-commit
prefect
prefect-aws
prometheus_client
psutil
psycopg
psycopg_binary
pyarrow
pylint
pymongo
python_version
pyyaml
s3fs
scikit-learn
scikit_learn
seaborn
tqdm
typing-extensions
url
verify_ssl
xgboost
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