Lightning Talk About SVM

About

This lightning talk was presented as part of the Misk Data Science Bootcamp, the following topics were covered

• What is a Support Vector Machine
• Break down of the terminilogy
• Types of boundaries
• The Kernel trick
• When to use SVM
• How to use SVM
• Implementation in VS code

A Jupyter notebook tutorial and a slideshow are provided

References

• Navlani, A. (2019). Support Vector Machines with Scikit-learn. datacamp. https://www.datacamp.com/tutorial/svm-classification-scikit-learn-python
• Jedamski, D. (2019). Applied Machine Learning: Foundations. LinkedIn Learning. https://www.linkedin.com/learning/applied-machine-learning-foundations/leveraging-machine-learning?autoplay=true&resume=false