Data Science Project Environment

Step by step procedure to setup any data science project.

Basic setup

1. Install cookiecutter

   conda install cookiecutter
   

2. Starting a new project

   cookiecutter https://github.com/drivendata/cookiecutter-data-science
   

3. Create a virtual environment

   conda create -n virtual-env-name python==3.8
   conda activate virtual-env-name
   

4. Install all the general packages for data science

   conda install --file requirements.txt
   

   or

   conda install pip
   pip install -r requirements.txt
   

5. Open jupyter lab for data exploration and analysis

   jupyter lab