CS440: Introduction to Artificial Intelligence

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syllabus [2016/05/04 11:06]
anderson [Grading] 		syllabus [2016/12/23 13:01]
anderson [Textbook]
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 ===== Textbook ===== ===== Textbook =====
  
-=== Required ===+There are no required text books for this course.  Readings may be assigned from the following on-line books.
  
-[[http://www.cmpe.boun.edu.tr/~ethem/i2ml3e/|Introduction to Machine Learning]], by Ethem Alpaydin, 3rd edition, MIT Press, 2014.+[[http://www.deeplearningbook.org/|Deep Learning]] by Ian Goodfellow, Yoshua Bengio, and Aaron Courville
  
 +[[http://webdocs.cs.ualberta.ca/~sutton/book/the-book-2nd.html| Reinforcement Learning: An Introduction]], by Richard Sutton and Andrew Barto. 2nd edition. On-line and free.
  
-=== Optional === +[[http://www.labri.fr/perso/nrougier/from-python-to-numpy/|From Python to Numpy]] by Nicolas P. Rougier 
- +
-On-line material is available on the course [[Resources]] web page.  Other books that may be helpful are listed here. +
- +
-[[http://shop.oreilly.com/product/0636920023784.do|Python for Data Analysis]], by Wes Kinney, O'Reilly Media, Inc., 2013. +
- +
-[[http://webdocs.cs.ualberta.ca/~sutton/book/the-book.html| Reinforcement Learning: An Introduction]], by Richard Sutton and Andrew Barto. On-line and free. You can also read the book through Morgan library. Visit [[http://catalog.library.colostate.edu/search~S5?/treinforcement+learning/treinforcement+learning/1%2C12%2C16%2CB/frameset&FF=treinforcement+learning+an+introduction&1%2C%2C3|this page]] and click on the “View electronic book” link.+
  
 ===== Instructors ===== ===== Instructors =====
  
 ^    ^  Office  ^  Hours  ^  Contact  | ^    ^  Office  ^  Hours  ^  Contact  |
-^  [[http://www.cs.colostate.edu/~anderson|Chuck Anderson]]  |  Computer Science Building (CSB) Room 444  |    Monday 1-2, Wednesday 2-3  |  anderson@cs.colostate.edu\\  970-491-7491  |+^  [[http://www.cs.colostate.edu/~anderson|Chuck Anderson]]  |  Computer Science Building (CSB) Room 444  |    Monday 1-2, Wednesday 2-3  |  chuck.anderson@colostate.edu\\  970-491-7491  |
 ^  GTA: [[http://www.cs.colostate.edu/~lemin/|Jake Lee]]  |   |  Room 120\\ Wednesday 4 - 6 PM\\ Friday 2 - 4 PM  |  lemin@cs.colostate.edu  | ^  GTA: [[http://www.cs.colostate.edu/~lemin/|Jake Lee]]  |   |  Room 120\\ Wednesday 4 - 6 PM\\ Friday 2 - 4 PM  |  lemin@cs.colostate.edu  |
  
syllabus.txt · Last modified: 2020/12/06 10:37 by anderson

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