https://github.com/louisguitton/ml-andrew-ng
My code for the MOOC of Andrew Ng of Machine Learning on Coursera
https://github.com/louisguitton/ml-andrew-ng
Last synced: 3 months ago
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My code for the MOOC of Andrew Ng of Machine Learning on Coursera
- Host: GitHub
- URL: https://github.com/louisguitton/ml-andrew-ng
- Owner: louisguitton
- Created: 2016-03-23T15:51:34.000Z (over 9 years ago)
- Default Branch: master
- Last Pushed: 2016-03-23T16:03:35.000Z (over 9 years ago)
- Last Synced: 2025-03-29T08:27:35.546Z (7 months ago)
- Language: Matlab
- Size: 27.8 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: Readme.md
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README
# Machine Learning
This repo contains octave code.
## Summary of course topics
### Supervised learning - labeled data
- Linear regression
- Logistic regression
- Neural networks
- Support vector machines
### Unsupervised learning - unlabeled data
- K-means
- PCA
- Anomaly detection
### Special applications/topics
- Recommender systems
- Large scale machine learning
### Advice on building machine learning systems
- Bias and variance
- Regularization
- What to do next when developing a system
- Algorithm evaluation
- Learning curves
- Error analysis
- Ceiling analysis