Update README with pipelines

Author: arthurolga

README.md

@@ -21,7 +21,7 @@ aws_access_key_id = {{Key ID}}
 aws_secret_access_key = {{Access Key}}
 ```
 
-### Setup project
+### Using DVC
 
 Download data from the DVC repository(analog to ```git pull```)
 ```
@@ -33,3 +33,30 @@ Reproduces the pipeline using DVC
 dvc repro
 ```
 
+#### DVC Pipelines
+
+
+✂️ Preprocessing pipeline
+```
+dvc run -n preprocess -d ./src/preprocess_data.py -d data/weatherAUS.csv \
+-o ./data/weatherAUS_processed.csv -o ./data/features.csv \
+python3 ./src/preprocess_data.py ./data/weatherAUS.csv
+```
+
+
+📘 Training pipeline
+```
+dvc run -n train -d ./src/train.py -d ./data/weatherAUS_processed.csv \
+ -d ./src/model.py \
+-o ./models/model.joblib \
+python3 ./src/train.py ./data/weatherAUS_processed.csv ./src/model.py 200
+```
+
+
+📊 Evaluate pipeline
+```
+dvc run -n evaluate -d ./src/evaluate.py -d ./data/weatherAUS_processed.csv \
+-d ./src/model.py -d ./models/model.joblib -o ./results/metrics.json \
+-o ./results/precision_recall_curve.png -o ./results/roc_curve.png \
+python3 ./src/evaluate.py ./data/weatherAUS_processed.csv ./src/model.py ./models/model.joblib
+```