CSC 4220 : Machine Learning Lab Classes

Undergraduate/Graduate course, Tennessee Tech. University, CSC, 2018

Responsible for all lab classess and few lecture classes.

  • Lab 1 : Introduction to numpy and matplotlib
  • Lab 2 : Pandas Introduction
  • Lab 3 : Linear Regression
  • Lab 4 : Basic data exploration, logistic regression, and basic evaluation
  • Lab 5 : Sampling for evaluation
  • Lab 6 : Regularized Regression
  • Lab 7 : Naive Bayes and K-NN classifiers
  • Lab 8 : Support Vector Machines and Grid Search
  • Lab 9 : K-Means