Machine Learning
Machine Learning notes. Coursera Andrew Ng Machine Learning. My solution Stanford CS231n Convolutional Neural Networks for Visual Recognition. My solution ...
Convex Optimization
AA/EE/ME 578 Review ...
Machine Learning for Big Data
CSE 547 Review ...
Regular Expression
Regular Expression Tutorial ...
Algorithm I
Review of Princeton Algorithms I course on Coursera. Algorithms II Review My solution to the homework ...
Git 101
Git Tutorial ...
Linear Algebra Review
From ME 510 & AMATH 584 ...
Linear System
ME 547 Review ...
Shortest Path Problem
Finding the best route between two cities, given a complicated road network; or transmitting a message between two computers along a network of hundreds of computers, are all classified as the shortest path problem. ...
The Assignment Problem
Given $n$ workers and $n$ jobs, and the cost $c_{ij}$ to train the $i$-th worker for the $j$-th job, find an assignment of one worker to each job which minimized the total training cost. ...