Building a Support Vector Machine Algorithm in Python with ScikitLearn - A Machine Learning Tutorial
A comprehensive machine learning tutorial on how to implement the Support Vector Machine (SVM) Algorithm in Python with the ScikitLearn library. In under ten minutes, you'll become familiar with all the important details and be able to play with the code for yourself.
Feel free to access the Kaggle Dataset used throughout this video here: https://www.kaggle.com/competitions/b....
The GitHub Script containing the Jupyter Notebook we worked on can be found here: https://github.com/Rohak72/Machine-Le....
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🕘Timestamps:
0:00 Intro
0:46 Data Pre-Processing
2:37 Visualizing the Hyperplane!
4:28 Building the SVM
5:35 Plotting the Decision Boundary
6:19 Making Predictions + Gaging Accuracy
8:00 Outro
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