Course curriculum

  • 1
    Support Vector Machine
    • Understanding SVM Algorithm
    • SVM Kernel Tricks
    • Kernels and Hyperparameters in SVM
    • Implementing Support Vector Machine
    • Project
  • 2
    Naïve Bayes
    • Introduction to Naive Bayes
    • Quiz: Introduction to Naive Bayes
    • Conditional Probability and Bayes Theorem
    • Working of Naive Bayes
    • Quiz: Conditional Probability and Naive Bayes
    • Math Behind Naive Bayes
    • Types of Naive Bayes
    • Implementing Naive Bayes
    • Quiz: Types of Naive Bayes
    • Project: Naive Bayes