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@ivanliu
Last active November 28, 2016 00:35
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Some links to cool stuff
1. Making a data science blog
https://www.dataquest.io/blog/how-to-setup-a-data-science-blog/
2. 28 Jupyter Notebook tips, tricks and shortcuts
https://www.dataquest.io/blog/jupyter-notebook-tips-tricks-shortcuts/
3. Docker: Data Science Environment with Jupyter (DONE)
https://www.dataquest.io/blog/docker-data-science/
4. Unsupervised Learning: Clustering
http://www.mit.edu/~9.54/fall14/slides/Class13.pdf
http://spark.apache.org/docs/latest/mllib-clustering.html#k-means
5. Deploy Crawler to EC2 (scrapyd)
http://bgrva.github.io/blog/2014/04/13/deploy-crawler-to-ec2-with-scrapyd/
http://seminar.io/2013/03/26/running-scrapy-on-amazon-ec2/ // deploy Scrapy to a dynamic EC2 instance
6. Install OS X on an external SSD
https://robinmonks.com/2013/10/speed-up-your-mac-with-an-external-ssd/
https://support.apple.com/en-us/HT202796
https://discussions.apple.com/thread/7450878?start=0&tstart=0
7. Data sources
- https://www.google.com/finance?q=NYSE%3ADB&fstype=ii&ei=SXs7WJndCIfumAHcjIbIBw
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