Here are some things to do in order to familiarize yourself with map-reduce, AWS and machine learning with map-reduce.
1. Run the mapper.py and reducer.py in the AWS direct method outlined in Lecture 1 notes.
2. Run mrMeanVar in local mode and on AWS.
3. Re-write mrKMeans so that all the summing is done in the reducer. The mapper only makes the assignment of points to the approximate centroid.
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