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Projects from the Machine Learning Engineer Udacity Nanodegree

Content for Udacity's Machine Learning curriculum, which includes projects and their descriptions.

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This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. Please refer to Udacity Terms of Service for further information.

Finished projects:

  1. Titanic Survival Operation (titanic_survival_operation)
  2. Boston House Pricing (boston_housing)
  3. Titanic Survival Operation with Decision Trees (titanic_survival_operation_decisonTrees)
  4. Spam Detection (spam_detection_bayes)
  5. Finding Donors for CharityML (finding_donors)
  6. K-Means Movie Recommendations (movie_ratings)
  7. DBSCAN Lab (dbscan-lab)
  8. Faces recognition example using eigenfaces and SVMs (face_recognition)
  9. ICA Lab (ICA-lab)
  10. Determining Customer Segments (customer_segments)

About

Exploring core machine learning concepts, moving on to supervised and unsupervised learning. Also topics in deep learning and reinforcement learning. There is still a capstone project of my choosing, that applies these machine learning techniques and algorithms.

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