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Exploratory-Data-Visualization
Exploratory-Data-Visualization PublicIn this project, plotting tools built into pandas used in the Jupyter notebook interface to explore data on job outcomes.
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Pandas-and-NumPy
Pandas-and-NumPy PublicIn this project a variety of pandas and numpy methods applied to explore and understand a data set on car listings.
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Conditional-Probability
Conditional-Probability PublicThis project is application of the multinomial Naive Bayes algorithm (built upon Bayes theorem) to build a Spam filter for SMS messages.
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Hypothesis-Testing
Hypothesis-Testing PublicBy performing significance testing followed by chi-squared test on dataset of Jeopardy questions this project figures out some patterns in the questions that could possibly help someone win the show.
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Statistics-Average-and-Variability
Statistics-Average-and-Variability PublicThis project is to find the two best markets to advertise an E-learning product, by computing weighted mean and median and measuring the variability using Z-score.
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Statistics-Variable-Frequency_distribution
Statistics-Variable-Frequency_distribution PublicBy computing mean, median, mode of the distribution and comparing these metrics to determine the magnitude of difference this project finds out whether "Fandango" inflates the movie ratings.
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