Hands on Machine Learning

I completed this notebook as part of the 6-month part-time Data Practitioner bootcamp at neuefische during 2 days (8-10 hours). It was one of my first machine learning modelling that I worked through the whole data science process alone.

Set up your Environment

Note: If there are errors during environment setup, try removing the versions from the failing packages in the requirements file. M1 shizzle.

macOS type the following commands :

• Install the virtual environment and the required packages by following commands:

  pyenv local 3.11.3
  python -m venv .venv
  source .venv/bin/activate
  pip install --upgrade pip
  pip install -r requirements.txt

WindowsOS type the following commands :

• Install the virtual environment and the required packages by following commands.

  For PowerShell CLI :

  python -m venv .venv
  .venv\Scripts\Activate.ps1
  pip install --upgrade pip
  pip install -r requirements.txt

  For Git-Bash CLI :

  python -m venv .venv
  source .venv/Scripts/activate
  pip install --upgrade pip
  pip install -r requirements.txt