https://github.com/sinanuozdemir/dcdsi-sinan
https://github.com/sinanuozdemir/dcdsi-sinan
Last synced: 15 days ago
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- Host: GitHub
- URL: https://github.com/sinanuozdemir/dcdsi-sinan
- Owner: sinanuozdemir
- Created: 2016-07-04T14:09:40.000Z (over 9 years ago)
- Default Branch: master
- Last Pushed: 2016-07-06T16:35:46.000Z (over 9 years ago)
- Last Synced: 2025-08-31T23:49:12.178Z (about 2 months ago)
- Language: Jupyter Notebook
- Size: 8.6 MB
- Stars: 6
- Watchers: 1
- Forks: 6
- Open Issues: 0
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Metadata Files:
- Readme: readme.md
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README
## Sinan Ozdemir's DC DSI Material
Course materials for [General Assembly's Data Science course](https://generalassemb.ly/education/data-science/san-francisco/) in Washington, DC (7/5/16 - 7/9/16).
**Instructor:** Sinan Ozdemir
# Support Vector Machines
Slides book [here](slides/svm.pdf)
Note book [here](notebooks/svm.ipynb)
**Resources**
* An intro to [SVM](http://www.cs.columbia.edu/~kathy/cs4701/documents/jason_svm_tutorial.pdf)
* SVM Margins Example [here](http://scikit-learn.org/stable/auto_examples/svm/plot_svm_margin.html)
* SVM digits was adapted from [here](http://pythonprogramming.net/support-vector-machine-svm-example-tutorial-scikit-learn-python/)
# Web Development with Flask and Heroku
* [http://sinan-iris.herokuapp.com/](http://sinan-iris.herokuapp.com/)
* Slides [here](slides/web_dev.pdf)
# Pipeline
* Code [here](notebooks/pipeline.ipynb)