├── .gitignore ├── Data Analysis Tutorials └── Real World Assignments │ └── Torqata Real World Data Science Interview Assignment.ipynb ├── Jupyter Notebook Tutorials └── Displaying Pandas DataFrames Horizontally in Jupyter Notebooks.ipynb ├── LICENSE ├── Machine Learning Tutorials ├── A Real-Life Massive Machine Learning Pipeline with scikit-learn │ ├── Massive Machine Learning Pipeline with scikit-learn.ipynb │ ├── Massive Machine Learning Pipelines - Part 2.ipynb │ ├── Massive Machine Learning Pipelines - Part 3.ipynb │ ├── Massive Machine Learning Pipelines - Part 4.ipynb │ ├── Massive Machine Learning Pipelines with scikit-learn - Part 1.ipynb │ ├── README.md │ ├── data │ │ ├── data_description.txt │ │ ├── submissions │ │ │ └── 20190710 │ │ │ │ ├── sub01.csv │ │ │ │ ├── sub02.csv │ │ │ │ ├── sub03.csv │ │ │ │ └── sub04.csv │ │ ├── test.csv │ │ └── train.csv │ ├── images │ │ ├── dir.png │ │ ├── final_pipeline.png │ │ └── simple_columntransformer.png │ └── models │ │ └── minipipeline_ridge.joblib ├── From Pandas to Scikit-Learn - A new exciting workflow │ ├── From Pandas to Scikit-Learn - A new exciting workflow.ipynb │ ├── data │ │ └── housing │ │ │ ├── data_description.txt │ │ │ ├── submissions │ │ │ └── sub1.csv │ │ │ ├── test.csv │ │ │ └── train.csv │ └── images │ │ └── kfold.png ├── Intro to Machine Learning with scikit-learn │ ├── Intro to Machine Learning with scikit-learn - Live Code.ipynb │ ├── Intro to Machine Learning with scikit-learn.ipynb │ ├── data │ │ ├── housing │ │ │ ├── data_description.txt │ │ │ ├── submissions │ │ │ │ └── sub1.csv │ │ │ ├── test.csv │ │ │ └── train.csv │ │ ├── housing_data_dictionary.txt │ │ ├── housing_sample.csv │ │ └── housing_sample_data_dictionary.txt │ └── images │ │ ├── kfold.png │ │ ├── r2_matplotlib.png │ │ ├── scikit_house.png │ │ ├── terminology.png │ │ └── tree.png └── README.md ├── README.md ├── Visualization Tutorials ├── Automatically Wrap Graph Labels in Matplotlib and Seaborn │ ├── Automatically Wrap Graph Labels in Matplotlib and Seaborn.ipynb │ ├── data │ │ └── airbnb.csv │ └── header image.png ├── Creating a Bar Chart Race Animation with Matplotlib │ ├── Creating a Bar Chart Race Animation with Matplotlib.ipynb │ ├── data │ │ └── covid19.csv │ └── media │ │ ├── covid19.png │ │ └── covid19_horiz_desc.gif ├── Instantly Beautify Matplotlib Plots by Viewing all Available Styles │ └── Instantly Beautify Matplotlib Plots by Viewing all Available Styles.ipynb ├── Interactive Analytics Dashboard with Dash by Plotly │ ├── Live Code.ipynb │ ├── Minimal Example of Dash App on JupyterHub or Binder.ipynb │ ├── Tutorial.ipynb │ └── data │ │ ├── housing.csv │ │ └── housing_sample.csv ├── Intro to Matplotlib │ ├── 1. Matplotlib Fundamentals.ipynb │ ├── 2. Matplotlib Basic Plotting.ipynb │ ├── NBA Full Game Animation.ipynb │ ├── README.md │ ├── data │ │ ├── bikes.csv │ │ ├── flights.csv │ │ └── housing.csv │ ├── images │ │ ├── allxhr.png │ │ ├── box_score.png │ │ ├── dev_tools.png │ │ ├── fig_ax.png │ │ ├── fig_map.png │ │ ├── figure_parts.png │ │ ├── headers.png │ │ ├── json.png │ │ ├── june19.png │ │ ├── named_colors.png │ │ ├── network.png │ │ ├── pyplot_dir.png │ │ ├── resp_prev.png │ │ └── shotchart.png │ ├── ss_shot.png │ └── static.png ├── NBA Full Game Visualization │ ├── NBA Full Game Animation.ipynb │ └── images │ │ ├── allxhr.png │ │ ├── box_score.png │ │ ├── dev_tools.png │ │ ├── fig_ax.png │ │ ├── fig_map.png │ │ ├── figure_parts.png │ │ ├── headers.png │ │ ├── json.png │ │ ├── june19.png │ │ ├── named_colors.png │ │ ├── network.png │ │ ├── pyplot_dir.png │ │ ├── resp_prev.png │ │ └── shotchart.png ├── Seaborn │ ├── Intro to Seaborn.ipynb │ ├── LICENSE │ ├── README.md │ └── data │ │ ├── diamonds.csv │ │ ├── diamonds_dictionary.csv │ │ ├── employee.csv │ │ ├── housing.csv │ │ └── insurance.csv ├── Top 5 Reasons to use Seaborn for Data Visualization │ ├── Top 5 Reasons to use Seaborn for Data Visualizations.ipynb │ ├── airbnb.csv │ ├── employee.csv │ └── housing.csv ├── Use this One Line of Code to Create Beautiful Data Visualizations │ └── Use this One Line of Code to Create Beautiful Data Visualizations in Python.ipynb ├── Why Matplotlib Figure Inches Don't Match Your Screen Inches and How to Fix it │ ├── Why Matplotlib Figure Inches Don't Match Your Screen Inches and How to Fix it.ipynb │ ├── header.png │ ├── mpl_first.png │ ├── mpl_second.png │ └── why matplotlib figure inches header.png └── data │ └── airbnb.csv ├── data ├── IpAddress_to_Country.csv ├── aapl_sample.csv ├── airbnb.csv ├── amzn_sample.csv ├── bikes.csv ├── cities.csv ├── diamonds.csv ├── flights.csv ├── fraud.csv ├── housing.csv ├── movie.csv ├── orders.csv ├── pop_usa.csv ├── state_cases.csv ├── texas_deaths.csv └── 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