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  1. Exploratory-Data-Visualization Exploratory-Data-Visualization Public

    In this project, plotting tools built into pandas used in the Jupyter notebook interface to explore data on job outcomes.

  2. Pandas-and-NumPy Pandas-and-NumPy Public

    In this project a variety of pandas and numpy methods applied to explore and understand a data set on car listings.

  3. Conditional-Probability Conditional-Probability Public

    This project is application of the multinomial Naive Bayes algorithm (built upon Bayes theorem) to build a Spam filter for SMS messages.

  4. Hypothesis-Testing Hypothesis-Testing Public

    By 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.

  5. Statistics-Average-and-Variability Statistics-Average-and-Variability Public

    This 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.

  6. Statistics-Variable-Frequency_distribution Statistics-Variable-Frequency_distribution Public

    By 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.