An example machine learning notebook

https://github.com/rhiever/Data-Analysis-and-Machine-Learning-Projects/blob/master/example-data-science-notebook/Example%20Machine%20Learning%20Notebook.ipynb


An example machine learning notebook
Notebook by Randal S. Olson
Supported by Jason H. Moore
University of Pennsylvania Institute for Bioinformatics

It is recommended to view this notebook in nbviewer for the best viewing
experience.
Table of contents

Introduction

License

Required libraries

The problem domain

Step 1: Answering the question

Step 2: Checking the data

Step 3: Tidying the data
Bonus: Testing our data

Step 4: Exploratory analysis

Step 5: Classification

Cross-validation

Parameter tuning

Step 6: Reproducibility

Conclusions

Further reading

Acknowledgements