Linear Classifiers in Python | Support Vector Machines
In this video, you will learn all about the details of support vector machines. You'll learn about tuning hyperparameters for these models and using kernels to fit non-linear decision boundaries.
Datasets
https://drive.google.com/drive/folder...
Links
Python: https://www.python.org/downloads/ PyCharm: https://www.jetbrains.com/pycharm/dow... scikit-learn: https://pypi.org/project/scikit-learn/ pandas: https://pypi.org/project/pandas/ numpy: https://pypi.org/project/numpy/ matplotlib: https://pypi.org/project/matplotlib/
Chapters
0:00 Chapter Introduction
00:05 Support vectors
02:46 kernel SVMs
05:35 Comparing logistic regression and SVM