Table of Contents

Homework 02

Goal

Represent digits '3' in 2D

  1. convert data from the UCI Optical Recognition of Handwritten Digits Data Set
  2. perform PCA over all digit '3' with 2 components
  3. plot the PCA results as below (also in page #12 of PCA)

Plot Result

Requirements

  1. Programming lanuage: python
  2. Plot the results in matplotlib
  3. Use TensorFlow if possible

Bonus

Process this data set (include all digits) in Deep Learning methods, and visualize “threes” in the same way.