reuban-zacker / udacity-school-of-ai

Contains All 13 Graduated Udacity Nano Degree with complete solutions.

udacity-school-of-AI

List of All My Nano Degrees and Projects with complete solutions, Project rubric and certification

Artificial Intelligence with Python

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1. Dogbreed Classifier Rubric repo
2. Flower Classifier Rubric repo

Artificial Intelligence Nano Degree

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3. Build a Sudoku Solver [Rubric] [repo]
4. Build a Forward-Planning Agent [Rubric] [repo]
5. Build an Adversarial Game Playing Agent [Rubric] [repo]
6. Part of Speech Tagging [Rubric] [repo]

Machine Learning Foundation

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7. Finding Donors for CharityML [Rubric] [repo]
8. Create your Own Image Classifier [Rubric] [repo]
9. Creating Customer Segments with Arvato [Rubric] [repo]

Machine Learning Engineer Nano Degree

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10. Deploy a sentiment Analysis Model [Rubric] [repo]
11. Plagiarism Detector [Rubric] [repo]
12. Capestone Proposal [Rubric] [repo]
13. Capestone Project [Rubric] [repo]

Data Scientist Nano Degree

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7. Finding Donors for CharityML [Rubric] [repo]
8. Create your Own Image Classifier [Rubric] [repo]
9. Creating Customer Segments with Arvato [Rubric] [repo]
10. Write a Data Science Blog [Rubric] [repo]
11. Distaster Response Pipeline [Rubric] [repo]
12. Recommendations with IBM [Rubric] [repo]
13. Capestone Project [Rubric] [repo]

Deep Learning Nano Degree

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18. Predict Bike Sharing Data [Rubric] [repo]
19. Dogbreed Classifier [Rubric] [repo]
20. Generate TV Script [Rubric] [repo]
21. Generate Faces [Rubric] [repo]
22. Deploying Sentimental Analysis Model [Rubric] [repo]

Computer Vision Nano Degree

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22. Facial Keypoint Detection [Rubric] [repo]
23. Image Captioning [Rubric] [repo]
24. Landmark Detection @ Tracking(SLAM) [Rubric] [repo]

Natural Language Processing Nano Degree

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25. Part Of Speech Tagging [Rubric] [repo]
26. Machine Translation [Rubric] [repo]
27. DNN Speech Recognizer [Rubric] [repo]

Deep Reinforcement Learning Nano Degree

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28. Taxi-v2
29. Navigation [Rubric] [repo]
30. Continuous Control [Rubric] [repo]
31. Colabration and Competition [Rubric] [repo]

Intro to Self Driving Car Nano Degree

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32. Finding Car Lanes [Rubric] [repo]
33. Advance Lane Finding [Rubric] [repo]
34. Traffic Sign Classifier [Rubric] [repo]

Self Driving Car Nano Degree - Pending

35. Finding Lane Lines [Rubric] [repo]
36. Advance Lane Lines [Rubric] [repo]
37. Traffic Sign Classifier [Rubric] [repo]
38. Behavioral Cloning [Rubric] [repo]
39. Extended Kalman Filters [Rubric] [repo]
40. Kidnapped Vehicle [Rubric] [repo]
41. Highway Driving [Rubric] [repo]
42. PID Controller [Rubric] [repo]
43. Programming a Real self Driving Car [Rubric] [repo]

Flying Car Nano Degree

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41. Backyard Flyer [Rubric] [repo]
42. 3D Motion Planning [Rubric] [repo]
43. Control of a 3D Quadrotor [Rubric] [repo]
44. Building an Estimator [Rubric] [repo]

C++ for Autonomous system Nano Degree

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45. Build an OpenStreetMap Route Planner [Rubric] [repo]
46. Linux System Monitor [Rubric] [repo]
47. Memory Management Chatbot [Rubric] [repo]
48. Program a Concurrent Traffic Simulation [Rubric] [repo]
49. C++ Capstone Project [Rubric] [repo]