├── .gitignore ├── Datasets ├── adult.data ├── cali_housing.csv ├── cardio_train.csv └── crx.data ├── EDA ├── Labs │ ├── .ipynb_checkpoints │ │ ├── Lab1_AnswerKey-checkpoint.ipynb │ │ └── Lab2_answer-checkpoint.ipynb │ ├── EDA Lab 1.ipynb │ ├── EDA_Lab2_Normalization.ipynb │ ├── Lab2_answer.ipynb │ └── lab2_answer.ipynb └── Notebooks │ ├── .ipynb_checkpoints │ ├── Binning-checkpoint.ipynb │ ├── Handling Categorical Data-checkpoint.ipynb │ └── normalization-checkpoint.ipynb │ ├── Binning.ipynb │ ├── Exploratory Data Analysis.ipynb │ ├── Handling Categorical Data.ipynb │ ├── min_max.png │ ├── normalization.ipynb │ └── zscore.png ├── Homework ├── .DS_Store ├── .ipynb_checkpoints │ └── HW2-checkpoint.ipynb ├── Final_Template.ipynb ├── HW1.ipynb ├── HW2.ipynb ├── HW3.ipynb ├── HW4.ipynb ├── hw1_answer.ipynb ├── hw2_answer.ipynb ├── hw3_answer.py.ipynb └── hw4_answer.ipynb ├── MSIS502B_syllabus.docx ├── MSIS502B_syllabus_Gold.docx ├── MSIS502B_syllabus_Purple.docx ├── README.md ├── data_munging ├── Labs │ ├── .ipynb_checkpoints │ │ ├── Merging and Grouping Lab-checkpoint.ipynb │ │ └── Missing Values Lab-checkpoint.ipynb │ ├── Merging and Grouping Lab.ipynb │ └── Missing Values Lab.ipynb └── Notebooks │ ├── .ipynb_checkpoints │ ├── Concatenate_Join_Merge-checkpoint.ipynb │ ├── Dealing with Missing Values-checkpoint.ipynb │ ├── Importance of Cleaning Data-checkpoint.ipynb │ ├── Messy Data-checkpoint.ipynb │ └── Untitled-checkpoint.ipynb │ ├── Concatenate_Join_Merge.ipynb │ ├── Dealing with Missing Values.ipynb │ ├── Grouping Data Frames.ipynb │ ├── Importance of Cleaning Data.ipynb │ ├── Messy Data.ipynb │ └── Untitled.ipynb ├── linear_regression ├── Labs │ ├── Lab 2.ipynb │ └── lab1.ipynb └── Notebooks │ ├── Evaluating.ipynb │ ├── Linear_Regression.ipynb │ ├── Other Models.ipynb │ ├── linear_equation.png │ ├── mae.png │ ├── r2.png │ ├── rmse.gif │ └── sklearn_linear_regression.ipynb ├── normal_dist ├── .DS_Store ├── labs │ ├── Lab1_NormalityTesting.ipynb │ ├── Lab2_Correlation and Outliers.ipynb │ ├── Lab2_answer.ipynb │ └── lab1_answer.ipynb └── notebooks │ ├── Correlation.ipynb │ ├── bell_curve.jpg │ ├── bell_curve.png │ ├── box_bell.png │ ├── boxplot.png │ ├── corr_scatter.png │ ├── correlation.png │ ├── covariance.png │ ├── interpreting_correlation.png │ ├── outlier.jpg │ ├── outliers.ipynb │ ├── paranormal.jpg │ ├── probabilty_dist.png │ ├── probablity_dist.ipynb │ ├── skew.jpeg │ ├── skew.png │ ├── standard_dist.png │ ├── testing_normality.ipynb │ ├── variance.png │ └── winter.jpeg └── pandas_basics ├── .DS_Store ├── .ipynb_checkpoints ├── HW1-checkpoint.ipynb └── Reading in Data with Pandas-checkpoint.ipynb ├── labs ├── .DS_Store ├── .ipynb_checkpoints │ ├── Pandas Math-checkpoint.ipynb │ ├── Working With Pandas DataFrames-checkpoint.ipynb │ └── Working with Pandas Columns-checkpoint.ipynb ├── Pandas Math.ipynb ├── Working With Pandas DataFrames.ipynb └── pandas_col_funcs.png └── notebooks ├── .ipynb_checkpoints ├── 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