Machine Learning
Machine Learning notes. Coursera Andrew Ng Machine Learning. My solution Stanford CS231n Convolutional Neural Networks for Visual Recognition. My solution ...
Posts
Convex Optimization
AA/EE/ME 578 Review ...
Machine Learning for Big Data
CSE 547 Review ...
Regular Expression
Regular Expression Tutorial ...
Algorithms I
This is a review of the Princeton University Algorithms, Part I course offered on Coursera. For the second part of the course, see Algorithms II. My solutions to the programming assignments are available on GitHub. ...
Git 101
Git Tutorial ...
Linear Algebra Review
From ME 510 & AMATH 584 ...
Linear System
ME 547 Review ...
Shortest Path Problem
Problems like finding the optimal route between two cities on a complex road network, or transmitting a message between two nodes across a sprawling computer network, are all instances of 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. ...