Homework and Assignments

Machine Learning (Asa Ben-Hur)

Collection: 
Individual Authors
Author: 
Asa Ben-Hur
Year: 
2013
Conditions of Use: 
Attribution-Share Alike 3.0 Unported
Media Format: 
Description: 
In this class you will learn about a variety of methods for discovering patterns in data. The methods include techniques from statistics, linear algebra, and artificial intelligence. Students will be required to solve written exercises, implement a number of machine learning algorithms and apply them to sets of data, and hand in written reports describing the results.

Advanced Data Structures

Collection: 
MIT OpenCourseWare
Author: 
Erik Demaine
Year: 
2012
Conditions of Use: 
Attribution-NonCommercial-ShareAlike 3.0 United States
Level: 
Media Format: 
Description: 
Data structures play a central role in modern computer science. You interact with data structures even more often than with algorithms (think Google, your mail server, and even your network routers). In addition, data structures are essential building blocks in obtaining efficient algorithms. This course covers major results and current directions of research in data structure.

Language Processors, 2012

Collection: 
Carlos III University of Madrid OCW
Author: 
David Griol Barres, Antonio Berlanga de Jesús, Jesús García Herrero
Year: 
2012
Language: 
English
Media Format: 

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