Support Vector Machines — Study Resources & PYQs
Support Vector Machine classification.
- Estimated study time: 30 minutes
Study resources
- Support Vector Machines (Video) — Informative resource that provides detailed insights and practical knowledge about Support Vector Machines.
- Support Vector Machines, Clearly Explained!!! (Video) — StatQuest's widely-loved explanation of SVMs and the kernel trick.
- Support Vector Machines (Article) — The official scikit-learn documentation for SVM classifiers.
- StatQuest: Support Vector Machines Part 2 - The Polynomial Kernel (Class Central index) (Video) — StatQuest: Support Vector Machines Part 2 - The Polynomial Kernel (Class Central index) — resource aligned with Support Vector Machines.
- Understanding F1 Score, Accuracy, ROC-AUC & PR-AUC Metrics — Deepchecks (Article) — Understanding F1 Score, Accuracy, ROC-AUC & PR-AUC Metrics — Deepchecks — resource aligned with Support Vector Machines.
- NPTEL Artificial Intelligence: Search Methods for Problem Solving, IIT Madras (Article) — NPTEL AI course covering state-space search, BFS, DFS, heuristic search, A*, AO*, CSP, rule systems and game playing.
Support Vector Machines previous year questions
Taught in these subjects
- Fundamentals of Machine Learning — CST3404 · Government College of Engineering and Technology, Jammu
- Data Science — CST-3604 · Government College of Engineering and Technology, Jammu
- AI & ML — CST-3706 · Government College of Engineering and Technology, Jammu