October 2014
Beginner to intermediate
210 pages
4h 32m
English
Content preview from Data Science at the Command Line
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Appendix B. Bibliography
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Conway, D., & White, J. M. (2012). Machine Learning for Hackers. O’Reilly Media.
Cooper, M. (2014). Advanced Bash-Scripting Guide. Retrieved May 10, 2014, from http://www.tldp.org/LDP/abs/html.
Cortez, P., Cerdeira, A., Almeida, F., Matos, T., & Reis, J. (2009). Modeling Wine Preferences by Data Mining from Physicochemical Properties. Decision Support Systems, 47(4), 547–553.
Docopt. (2014). Command-line Interface Description Language. Retrieved from http://docopt.org.
Dougherty, D., & Robbins, A. (1997). sed & awk (2nd Ed.). O’Reilly Media.
Goyvaerts, J., & Levithan, S. (2012). Regular Expressions Cookbook (2nd Ed.). O’Reilly Media.
Hall, M., Frank, E., Holmes, G., Pfahringer, B., Reutemann, P., & Witten, I. H. (2009). The WEKA Data Mining Software: An Update. SIGKDD Explorations, 11(1).
HashiCorp. (2014). Vagrant. Retrieved May 10, 2014, from http://vagrantup.com.
Heddings, L. (2006). Keyboard Shortcuts for Bash. Retrieved May 10, 2014, from http://www.howtogeek.com/howto/ubuntu/keyboard-shortcuts-for-bash-command-shell-for-ubuntu-debian-suse-redhat-linux-etc.
Janert, P. K. (2009). Gnuplot in Action. Manning Publications.
Janssens, J. H. M. (2014). Data Science Toolbox. Retrieved May 10, 2014, from http://datasciencetoolbox.org.
Lisitsyn, S., Widmer, C., & Garcia, F. J. I. (2013). Tapkee: An Efficient Dimension Reduction Library. ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.