mlops_workshop

In this workshop we will go through the main components of MLOPS in a procedural manner with hands-on labs

Name		Name	Last commit message	Last commit date
Latest commit History 42 Commits
.ipynb_checkpoints		.ipynb_checkpoints
2_homework		2_homework
3_homework		3_homework
4_deployment		4_deployment
5_monitoring		5_monitoring
lightgbm		lightgbm
mlartifacts		mlartifacts
mlruns		mlruns
models		models
.gitignore		.gitignore
.prefectignore		.prefectignore
1_.ipynb		1_.ipynb
1_from_mlopszoomcamp.ipynb		1_from_mlopszoomcamp.ipynb
1_homework.ipynb		1_homework.ipynb
1_homework.md		1_homework.md
2_exp_tracking.ipynb		2_exp_tracking.ipynb
2_exptracking_custom.ipynb		2_exptracking_custom.ipynb
2_homework[optuna].ipynb		2_homework[optuna].ipynb
2_lightgbm.ipynb		2_lightgbm.ipynb
2_model_registry.ipynb		2_model_registry.ipynb
3_Workflow.ipynb		3_Workflow.ipynb
Pipfile		Pipfile
README.md		README.md
apple_quality.csv		apple_quality.csv
create_s3_bucket_block.py		create_s3_bucket_block.py
demo.txt		demo.txt
mflow.db		mflow.db
mlflow.db		mlflow.db
mlflow_trick.txt		mlflow_trick.txt
nc67-uf89.csv		nc67-uf89.csv
prefect.yaml		prefect.yaml
prefect_demo_self.py		prefect_demo_self.py
prefect_func_1.py		prefect_func_1.py
requirements.txt		requirements.txt

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