In this assignment you will practice putting together a simple image classification pipeline, based on the k-Nearest Neighbor or the SVM/Softmax classifier.
Machine Language
In this module we assume that the Hack computer and machine language have been built, and write some low-level programs using the Hack machine language. We will then use a supplied CPU Emulator to test and execute our programs. This experience will give you a taste of low-level programming, as well as a solid hands-on overview of the Hack computer platform.
Principal Component Analysis
What is PCA and how to do dimensionality reduction based on it
Vector and Space
Vector and Space
AVL Tree
Summary of AVL Tree
Top-down and Bottom-up
Top-down and Bottom-up solution in recursion
Binary Search Tree
Binary Search Tree
Recursion
How to use recursion
Tree traverse
Three Types of Tree Traverse Algorithms
Sort
some classical sorting algorithms