Installation of Scoop, Python 3, Jupyter Notebooks, Pandas, Numpy, Matplotlib, Sklearn on Windows with Powershell

install-python3-jupyter-notebooks.ps1

# Make sure PowerShell 5 (or later, include PowerShell Core) and .NET Framework 4.5 (or later) are installed. Then run the following steps.

# Install Scoop
iex (new-object net.webclient).downloadstring('https://get.scoop.sh')
# Note: if you get an error you might need to change the execution policy (i.e. enable Powershell) with Set-ExecutionPolicy RemoteSigned -scope CurrentUser

# Install Python 3
scoop install python

# Upgrade pip
python3 -m pip install --upgrade pip

# Create directory structure for Jupyter Notebooks. Note: feel free to change the path anything you want.
mkdir C:\Projects\Jupyter\Notebooks
cd C:\Projects\Jupyter\Notebooks

# Install pipenv
python3 -m pip install pipenv
pipenv --python 3.7
# Install Jupyter Notebooks
pipenv install jupyterlab
# Install related ML libs. Note: feel free to add/change any package you want or need.
pipenv install pandas numpy matplotlib seaborn sklearn

# Run Jupyter Notebooks. 
# Note: you need the line below anytime you want to run Jupyter Notebooks.
pipenv run jupyter lab