Difference between revisions of "AIClass"
From Bloominglabs
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** [http://en.wikipedia.org/wiki/Viterbi_algorithm Viterbi Algorithm] | ** [http://en.wikipedia.org/wiki/Viterbi_algorithm Viterbi Algorithm] | ||
** [http://en.wikipedia.org/wiki/Baum%E2%80%93Welch_algorithm Baum-Welch Algorithm] | ** [http://en.wikipedia.org/wiki/Baum%E2%80%93Welch_algorithm Baum-Welch Algorithm] | ||
| + | ** [http://nlp.stanford.edu/fsnlp/ Foundations of Statistical Natural Language Processing] | ||
*Bayesian Networks (lecture 4 and 5) | *Bayesian Networks (lecture 4 and 5) | ||
Revision as of 19:20, 10 April 2014
Information
- Class mailing list: AI-class@bloominglabs.org
Logging into the pogolinux box:
At Bloominglabs: 192.168.1.100 port 2200 Outside of Bloominglabs: bloominglabs.no-ip.org port 2200
For an ssh client for windows, I would use putty
Resources
Topics
- IBM Watson (lecture 7)
- Hidden Markov Models (lecture 6)
- Bayesian Networks (lecture 4 and 5)
- Perceptrons/Neural Networks (lecture 3 and 4)
- Genetic Algorithms (lecture 2)
- Readings
- Online examples
- Examples from class
- Homework
- Implement an algorithm that solves the knapsack problem
- See the second reading for a description of the problem
- Data and data structure
- Search (lecture 1)
