Machine Learning Beginning Course

Класичний вступний курс із сучасного Machine Learning з акцентом на практику.

https://prjctr.com/course/machine-learning-basics

Installation

0. Check your python and pip verison. You need to use python 3.6 or higher

   pip --version

1. Install Jupyter

   pip install jupyter

2. Install virtual environment

   pip install virtualenv

3. Create new virtual environment in repo folder

   cd machine_learning_projector

   python -m venv venv

4. Activate virtual environment

   source venv/bin/activate

5. Install packages

   pip install numpy pandas matplotlib scikit-learn

6. Create kernel

   pip install ipykernel

   ipython kernel install --user --name=ml-course

7. Deactivate environment

   deactivate

Usage

1. Start jupyter

   cd machine_learning_projector

   jupyter notebook

2. Select ml-course kernel