Conclusion

Additional Resources

This Github repository is a sequence of interactive Jupyter notebooks on Kalman Filters, Particle Filters, etc… we highly recommend you take a look if you're looking to learn more about Particle Filters.
Udacity has a free course called Artificial Intelligence for Robotics. The lesson on particle filters takes a more simplified approach to the topic.