kyoshido / ---machine-learning-python

Machine learning in Python Workshop

Machine Learning in Python

You can browse notebooks in git see Lesson 1 Notebook. If you want to follow the course in code and play with notebooks, you need to setup your own python and Jupyter notebook environment.

Prepare Working Environment

1. Install Python 3.7 Miniconda - here
2. Using Miniconda default python environment install following packages conda install scikit-learn seaborn pandas numpy graphviz scipy
3. Install additional packages conda install -c conda-forge pydotplus xgboost lime shap jupyterlab
4. Install TensorFlow pip install tensorflow

Viewing and Editing Notebooks

1. Clone this repository
2. Navigate to the local repository files
3. Run jupyter lab
4. Open default lab url
5. Open notebook