The Lifecycle Summarized
1. Identify & Define the problem
2. Define and document data sources
3. Statistical data profiling
4. Implementation
5. Sharing and collaboration
6. Maintenance & Support
http://www.datasciencecentral.com/profiles/blogs/life-cycle-of-data-science-projects
Plus M&Ms, Jackknife (Swiss Army Style?) logistic and linear regression.
http://www.datasciencecentral.com/profiles/blogs/jackknife-logistic-and-linear-regression
Plus jackknifing your results in @ 4 lines of R code.
http://ryouready.wordpress.com/2008/12/19/r-jackknife-the-coefficients-of-a-linear-regression-model/
Random Forests in Tableau with R
http://boraberan.wordpress.com/2014/02/07/decision-trees-in-tableau-using-r/
Finally, using a jackknife to cut down some Hidden Decision Trees.
http://www.datasciencecentral.com/profiles/blogs/hidden-decision-trees-revisited
Monday, November 10, 2014
Wednesday, June 25, 2014
Syntactically Awesome Style Sheets
No, it's not Software-As-A-Service. SASS is a CSS extension language that makes CSS coding more efficient and readable. It compiles into standard CSS markup.
http://sass-lang.com/guide
Demos
http://cssdeck.com/labs/sass-demo
https://github.com/kianoshp/SASS-Intro-Demo
Playground
http://sassmeister.com/
Training
http://pluralsight.com/training/Courses/TableOfContents/better-css
Frameworks
http://gumbyframework.com/
http://compass-style.org/
http://bourbon.io/
http://sass.fffunction.co/
http://sass-lang.com/guide
Demos
http://cssdeck.com/labs/sass-demo
https://github.com/kianoshp/SASS-Intro-Demo
Playground
http://sassmeister.com/
Training
http://pluralsight.com/training/Courses/TableOfContents/better-css
Frameworks
http://gumbyframework.com/
http://compass-style.org/
http://bourbon.io/
http://sass.fffunction.co/
Monday, May 26, 2014
FRED Add-In for Excel and some Torontoist Centric Economic Data
The Federal Reserve Bank of St. Louis Economic Data (FRED) Add-In is free software that will significantly reduce the amount of time spent collecting and organizing macroeconomic data. The FRED add-in provides free access to over 210,000 data series from various sources (e.g., BEA, BLS, Census, and OECD) directly through Microsoft Excel.
Get it here
http://research.stlouisfed.org/fred-addin/
Are you looking for GDP, CPI, or microeconomic data from the US FED? Stats Canada?
Some interesting visualizations and interpretations of this type of data.
How much you make vs. how much it really feels like per US city with the supporting data released April 2014.
Canadian Cities Where An Average Income Will No Longer Buy You a House
Numbeo, Cost of Living In Canada
It will cost you about 6% more to eat at McDonalds in Barrie vs. Toronto.
It costs 90% more to buy a bag of potatoes in Oshawa than Toronto.
There must be a potato famine in Oshawa... or people there really like french fries.
Get it here
http://research.stlouisfed.org/fred-addin/
Are you looking for GDP, CPI, or microeconomic data from the US FED? Stats Canada?
Some interesting visualizations and interpretations of this type of data.
How much you make vs. how much it really feels like per US city with the supporting data released April 2014.
Canadian Cities Where An Average Income Will No Longer Buy You a House
Numbeo, Cost of Living In Canada
It will cost you about 6% more to eat at McDonalds in Barrie vs. Toronto.
It costs 90% more to buy a bag of potatoes in Oshawa than Toronto.
There must be a potato famine in Oshawa... or people there really like french fries.
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