This introduces the viewer to the Viterbi algorithm and HMMs for tagging. Heavily based on Michael Collins' lectures. http://www.cs.columbia.edu/~mcollins/...
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Simple explanation of functions in python
python variables and basic data types
python Intro
Intro to Objects in Python
Python Strings
Alpha Beta pruning for game trees
An algorithm for tagging (Viterbi)
Tagging in Natural Language Processing (NLP) Intro.
Very quick intro to Weka explorer and experimenter
A gentle intro to comparing machine learning algorithms
Example Of Gradient Descent For Linear Regression
Gradient Descent for Linear Regression
Exact Regression Coefficients Calculation (with code in python)
Regression Intuitions
From PseudoCode To Program
Streams in Java. Practical intro.
Those dot function, dot function chains in java
Member Inner Classes
Intorduction to ExecutorService and Synchronization
Using Threads in Java. Example
Java Threads Introduction
Generics in Java. Simple explanation
Directed graphs in python
Command line arguments/parameters in Java