About Me
I have a passion for exploring and analyzing data. Although I have been working on the field of data analytics for only a few years, I have gained analytical and programming experience. At least enough to be able to work on personal predictive analytics projects. I truly enjoy finding out what the data is trying to tell me and thus assist in making smart decisions. So far I have experience in using many machine learning tools/algorithms listed below.
- Principal component analysis
- regressions/correlations
- classification tree/regression tree
- kernel regression
- GLM
- local regression
- support vector machine
- spline regression
- k-nearest neighbor
- random forest
- stochastic regression
- hidden markov model
- clustering
Even in operations research I have experience in the following:
- statistical process control
- experimental data analysis design of experiment
- measurement system analysis
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