Questions & Answers

Instructor: Applied AI Course Duration: 30 mins

Revision Questions:

  1. Explain About SVM? (https://www.appliedaicourse.com/course/applied-ai-course-online/lessons/geometric-intution-1/)
  2. What is Hinge Loss?(https://www.appliedaicourse.com/course/applied-ai-course-online/lessons/loss-function-hinge-loss-based-interpretation-copy-8/)
  3. Dual form of SVM formulation.?(https://www.appliedaicourse.com/course/applied-ai-course-online/lessons/dual-form-of-svm-formulation/)
  4. What is Kernel trick.?(https://www.appliedaicourse.com/course/applied-ai-course-online/lessons/kernel-trick/)
  5. What is Polynomial kernel.?(https://www.appliedaicourse.com/course/applied-ai-course-online/lessons/polynomial-kernel-copy-8/)
  6. What is RBF-Kernel.?(https://www.appliedaicourse.com/course/applied-ai-course-online/lessons/rbf-kernel-copy-8/)
  7. Explain about Domain specific Kernels. ?(https://www.appliedaicourse.com/course/applied-ai-course-online/lessons/domain-specific-kernels-copy-8/)
  8. Find Train and run time complexities for SVM?(https://www.appliedaicourse.com/course/applied-ai-course-online/lessons/train-and-run-time-complexities-copy-8/)
  9. Explain about SVM Regression. ?(https://www.appliedaicourse.com/course/applied-ai-course-online/lessons/svm-regression-copy-8/)

Self Learning:

  1. Give some situations where you will use an SVM over a RandomForest Machine Learning algorithm and vice-versa.(https://datascience.stackexchange.com/questions/6838/when-to-use-random-forest-over-svm-and-vice-versa)
  2. What is convex hull ?(https://en.wikipedia.org/wiki/Convex_hull)

External Resources:

1.https://www.analyticsvidhya.com/blog/2017/10/svm-skilltest/

**If you face any new Interview questions please put in comments ,we will work it out**

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