├── .gitignore ├── README.md ├── projects ├── boston_housing │ ├── README.md │ ├── boston_housing.ipynb │ ├── housing.csv │ ├── project_description.md │ ├── report.html │ └── visuals.py ├── capstone │ ├── README.md │ ├── capstone.ipynb │ ├── capstone_proposal_template.md │ ├── capstone_report_template.md │ ├── kaggle_scores.png │ ├── open_projects │ │ └── robot_motion_planning │ │ │ ├── maze.py │ │ │ ├── robot.py │ │ │ ├── showmaze.py │ │ │ ├── test_maze_01.txt │ │ │ ├── test_maze_02.txt │ │ │ ├── test_maze_03.txt │ │ │ └── tester.py │ ├── proposal.html │ ├── proposal.ipynb │ ├── proposal.pdf │ ├── proposal_project_description.md │ ├── report-example-1.pdf │ ├── report-example-2.pdf │ ├── report-example-3.pdf │ ├── report.html │ ├── report.ipynb │ └── report.pdf ├── capstone_project_final │ ├── README.md │ ├── benchmark_naive.csv │ ├── capstone.ipynb │ ├── kaggle_scores.png │ ├── proposal.html │ ├── proposal.ipynb │ ├── proposal.pdf │ ├── random_forrest.csv │ ├── report.html │ ├── report.ipynb │ ├── report.pdf │ ├── submission_xgb_feature_importance.csv │ └── submission_xgb_rp.csv ├── customer_segments │ ├── README.md │ ├── customer_segments.ipynb │ ├── customers.csv │ ├── project_description.md │ ├── report.html │ └── visuals.py ├── finding_donors │ ├── README.md │ ├── census.csv │ ├── finding_donors.ipynb │ ├── project_description.md │ ├── report.html │ └── visuals.py ├── image-classification │ ├── helper.py │ ├── image_classification.ipynb │ ├── problem_unittests.py │ └── report.html └── 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 │ ├── east-west.png │ ├── logo.png │ └── north-south.png │ ├── logs │ └── .gitignore │ ├── project_description.md │ ├── report.html │ ├── smartcab.ipynb │ ├── smartcab │ ├── __init__.py │ ├── agent.py │ ├── environment.py │ ├── planner.py │ └── simulator.py │ 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