├── Data Validation for Data Science.pdf ├── Data Validation for Data Science.pptx ├── README.md ├── data ├── test.csv └── train.csv └── notebooks ├── 1_database_data_validation.ipynb ├── 2_training_pipeline_data_validation.ipynb ├── 3_model_serving_data_validation.ipynb ├── exercise_solutions.md └── serving_diagram.png /Data Validation for Data Science.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NatanMish/data_validation/HEAD/Data Validation for Data Science.pdf -------------------------------------------------------------------------------- /Data Validation for Data Science.pptx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NatanMish/data_validation/HEAD/Data Validation for Data Science.pptx -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NatanMish/data_validation/HEAD/README.md -------------------------------------------------------------------------------- /data/test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NatanMish/data_validation/HEAD/data/test.csv -------------------------------------------------------------------------------- /data/train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NatanMish/data_validation/HEAD/data/train.csv -------------------------------------------------------------------------------- /notebooks/1_database_data_validation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NatanMish/data_validation/HEAD/notebooks/1_database_data_validation.ipynb -------------------------------------------------------------------------------- /notebooks/2_training_pipeline_data_validation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NatanMish/data_validation/HEAD/notebooks/2_training_pipeline_data_validation.ipynb -------------------------------------------------------------------------------- /notebooks/3_model_serving_data_validation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NatanMish/data_validation/HEAD/notebooks/3_model_serving_data_validation.ipynb -------------------------------------------------------------------------------- /notebooks/exercise_solutions.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NatanMish/data_validation/HEAD/notebooks/exercise_solutions.md -------------------------------------------------------------------------------- /notebooks/serving_diagram.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NatanMish/data_validation/HEAD/notebooks/serving_diagram.png --------------------------------------------------------------------------------