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In this tutorial, we are going to master the principal commands and create a data pipeline with DVC.
The article with the explanations is Getting started with DVC
data/
: contains all the data
raw_data/
: contains original dataprocessed_data/
: contained processed datasrc
: contains the following scripts
preprocess.py
: Python script to preprocess the datasetsplit.py
: Python script to split pre-processed data into training and test setstrain.py
: Python script to train catboost model, save artifact and performancesgit clone --branch template https://github.com/eugeniaring/dvc-getting-started-guide.git
python3 -m venv venv
source venv/bin/activate
pip install -r requirements.txt
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