https://github.com/jldbc/udacity-ml
Coursework from Udacity Machine Learning Engineer nanodegree
https://github.com/jldbc/udacity-ml
Last synced: 4 months ago
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Coursework from Udacity Machine Learning Engineer nanodegree
- Host: GitHub
- URL: https://github.com/jldbc/udacity-ml
- Owner: jldbc
- Created: 2016-05-22T02:53:23.000Z (about 10 years ago)
- Default Branch: master
- Last Pushed: 2016-10-06T23:47:17.000Z (over 9 years ago)
- Last Synced: 2025-02-23T01:14:00.038Z (over 1 year ago)
- Language: HTML
- Size: 1.76 MB
- Stars: 1
- Watchers: 3
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Udacity Machine Learning Engineer Nanodegree
Coursework from Udacity Machine Learning Engineer nanodegree program
**Projects**
* **P1: Boston Housing Prices.** Supervised learning project using decision tree regression to predict Boston housing prices.
* **P2: At-Risk Student Intervention System.** Supervised classification project applying random forests, logistic regression, and a support vector classifier to locate at-risk students in need of intervention from their school system.
* **P3: Customer Segmentation.** Unsupervised learning project using principal component analysis and k-means clustering to create customer segments for A/B testing.
* **P4: Smart-Car Automation.** Reinforcement learning project applying Q-learning to teach a cab to learn optimal routes to its destimation in a simulated environment.