Date post: | 07-Aug-2015 |
Category: |
Science |
Upload: | kan-ouivirach-phd |
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Programming?
“Given a specification of a function f, implement f that meets the specification.”
Machine Learning?
“Given example (x, y) pairs, induce f such that y = f(x) for given pairs and generalizes
well for unseen x”
–Peter Norvig (2014)
http://www.mbs.ac.uk/news/school-news/an-outstanding-alumnus/
Robot Localization
https://github.com/mjl/particle_filter_demo
http://www.npr.org/sections/money/2011/11/15/142366953/the-tuesday-podcast-from-harvard-economist-to-casino-ceo
Ceasars Entertainment CorporationGary Loveman
God’s EyeFast & Furious 7
http://www.standbyformindcontrol.com/2015/04/furious-7-gets-completely-untethered/
Java:
public class HelloWorld { public static void main(String[], args) { System.out.println("Hello, World!"); } }
Python:
print "Hello, World"
RBetter way to do data analysis
Easier for exploratory work
Better visualization
Productivity and code readability
Better integrate with apps
Better tool to implement algorithms for production use
Python
https://github.com/zkan/intro-to-machine-learning/blob/master/churn.ipynb
Credits
• Scikit-Learn: http://scikit-learn.org/stable/
• Images:
• http://chicagohidef-videosurveillance.com/equipment/cctv-chicago-il/
• http://www.wired.co.uk/magazine/archive/2014/09/start/sea-change