Create pototype notebook for step 0

.gitignore

@@ -0,0 +1,13 @@
+# IDEs
+.idea
+.vscode
+
+## OS configs
+.DS_Store
+
+# Python
+__pycache__
+.ipynb_checkpoints
+
+# Venv
+dvc-venv

README.md

@@ -1,3 +1,45 @@
 # course-ds-base
 
-Base repo for course "DVC tools for Data Scientists & Analysts" examples
+## Preparation
+
+### 1. Fork / Clone this repository
+
+```bash
+git clone https://gitlab.com/iterative.ai/cse/tutorials/course-ds-base.git
+cd course-ds-base
+```
+
+
+### 2. Create and activate virtual environment
+
+Create virtual environment named `dvc-venv` (you may use other name)
+```bash
+python3 -m venv dvc-venv
+source dvc-venv/bin/activate
+```
+Install python libraries
+
+```bash
+pip install --upgrade pip setuptools wheel
+pip install -r requirements.txt
+```
+
+Add Virtual Environment to Jupyter Notebook
+
+```bash
+python -m ipykernel install --user --name=dvc-venv
+``` 
+
+Configure ToC for jupyter notebook (optional)
+
+```bash
+jupyter contrib nbextension install --user
+jupyter nbextension enable toc2/main
+```
+
+## 3. Run Jupyter Notebook
+
+```bash
+jupyter notebook
+```
+

requirements.txt

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+dvc==2.6.4
+joblib==1.0.1
+jupyter==1.0.0
+jupyter_contrib_nbextensions==0.5.1
+matplotlib==3.4.3
+numpy==1.21.2
+pandas==1.3.2
+pytest==6.2.4
+python-box==5.4.1
+pyyaml==5.4.1
+scikit-learn==0.24.2
+scipy==1.7.1
+tqdm==4.62.2