Machine Learning Course (ECE-6143) NYU Spring 2020

• Homework Assignment 1
  Nearest Neighbor Search Document

• Homework Assignment 2
  Linear Regression From Scratch
  Linear Regression Scikit

• Homework Assignment 3
  Linear Regression Model with Ridge Regression using 10-Fold Cross Validation
  Logistic Regresison with Gradient Descent and Sochastic Gradient Descent

• Homework Assignment 4
  Perceptron Algorithm
  Fashion MNIST Datase performance on KNN, Logistic Regression, SVM (Linearn and RBF Kernel)

• Homework Assignment 5
  Transfer Learning using the RESNET34 Model on Image Dataset

• Homework Assignment 6
  Principal Component Analysis Calculation and visual representation
  KMeans Clustering
  PCA on the Places Rated Almanac dataset