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anomaly-detection

Developed an anomaly detection algorithm that detects the fraudulent Credit card Transacton

baseball-story-using-tableau-

california-house-pricing-using-deep-learning

data-wrangling

enron-fraud-investigation

poi_id.py(Code)

hypothesis-testing-stroop-effect-

loan-fraudulant

machine-learning-reference-codes

placement-prediction-

red-wine-analysis-r-language

smooth-logit-function

I have designed an user defined function in R that takes (Dataset, Target Variable, Treshold, Categorical Varible and smoothing factor ) as arguments and generated a smoothed smooth logit table for any given categorical variable in a data set. The data set used for running the test cases has 1 million observations and 83 variables

titanic-disaster-analysis-

udacity-machine-learning

coursework from the Intro to Machine Learning course on Udacity

zachry-karate-club

Zachary’s karate club is a social network dataset of a university-based karate club that has been split into two groups after a conflict between the instructor and the president of the club. This data set has been prepared by Wayne Zachary after studying for a period of three years from 1970 to 1972 and published an article 1977. I wanted to analyze which member of the club played a crucial role in the fission of the club by finding the member with most ties with other members of the club. While preparing the network of friendship, Zachary considered only effective relations, not like dynamic relations such as patron-client relations which gave more flexibility to the model to infer strong insights.