├── .gitignore ├── README.md └── projects ├── boston_housing ├── README.md ├── boston_housing.ipynb ├── housing.csv └── visuals.py ├── capstone ├── README.md ├── code │ ├── data_processing.ipynb │ └── model_building.ipynb ├── plots │ ├── All Gap Values in Test Data.png │ ├── All Gap Values in Training Data with Peak Removed.png │ ├── All Gap Values in Training Data.png │ ├── Feature Importance.png │ ├── Heatmap of Correlations Between Features.png │ ├── XGBoost Trees.png │ └── Zoom in on Spike.png ├── project report.pdf ├── src │ ├── read_me_2.png │ ├── test_set_2.png │ ├── training_cluster_map.png │ ├── training_order_data.png │ ├── training_poi_data.png │ ├── training_traffic_data.png │ └── training_weather_data.png └── submissions │ ├── output_20160607194328.csv │ ├── output_20160608223920.csv │ ├── output_20160615184527.csv │ ├── output_20160616225029.csv │ └── output_20160621211726.csv ├── creating_customer_segments ├── README.md ├── customer_segments.ipynb ├── customers.csv └── renders.py ├── smartcab ├── README.md ├── images │ ├── car-black.png │ ├── car-blue.png │ ├── car-cyan.png │ ├── car-green.png │ ├── car-magenta.png │ ├── car-orange.png │ ├── car-red.png │ ├── car-white.png │ └── car-yellow.png ├── report.ipynb ├── report.pdf └── smartcab │ ├── agent.py │ ├── environment.py │ ├── planner.py │ └── simulator.py ├── student_intervention ├── README.md ├── student-data.csv └── student_intervention.ipynb ├── technical_interview ├── Quizzes │ ├── BST Practice.py │ ├── Binary Search Practice.py │ ├── Binary Tree Practice.py │ ├── Bubble Sort Practice.py │ ├── Graph Representation Practice.py │ ├── Graph Traversal Practice.py │ ├── Linked List Practice.py │ ├── Merge Sort Practice.py │ ├── Queue Practice.py │ ├── Quick Sort Practice.py │ ├── Recursion Practice.py │ ├── Stack Practice.py │ └── String Keys Practice.py └── technical_interview_project.ipynb └── titanic_survival_exploration ├── README.md ├── Titanic_Survival_Exploration.ipynb ├── titanic_data.csv 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