MLT Workshop

The content is divided into four days:

• Day-1

  • NumPy, Matplotlib, Scipy

• Day-2

  • PCA

  • K-means

• Day-3

  • Linear regression

  • Ridge regression

• Day-4

  • Perceptron

  • Hard-margin SVM

  • Soft-margin SVM