wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh
chmod u+x https://miniconda3-latest-linux-x86_64.sh
./Miniconda3-latest-Linux-x86_64.sh -b

conda env create -f environment.yml

conda env list
which python

conda deactivate
conda activate mlops

jupyter-lab

const install --name mlops scikit-learn=1.0.2

mlflow run . -P hydra_options="main.execute_steps='decision_tree'"

mlflow run . -P hydra_options="main.execute_steps='download,preprocess,check_data,segregate,decision_tree,evalute'"

conda info --envs | grep mlflow | cut -f1 -d" "

for e in $(conda info --envs | grep mlflow | cut -f1 -d" "); do conda uninstall --name $e --all -y;done