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R Cheat Sheets
There is a good collection of R Cheat Sheets at RStudio that cover: Package Development Cheat Sheet Data Wrangling Cheat Sheet (using dplyr and tidyr) R Markdown Cheat Sheet R Markdown Reference Guide (using Markdown, Knitr and Pandoc)
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Correlation does not imply causation
Watching different Data Science & Statistics training videos one statement that comes up often is “Correlation does not imply causation”. Wikipedia defines this as: Correlation does not imply causation is a phrase used in science and statistics to emphasize that a correlation between two variables does not necessarily imply that one causes the other. The xkcd comic site has a…
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Data Science in the Cloud ebook
Microsoft have released a free e-book to download about using Data Science, R and Azure ML (Machine Learning). Data Science in the Cloud with Microsoft Azure Machine Learning and R The topics in the book cover: Data management with Azure ML. Data transformation with Azure ML and R. Data I/O between Azure ML and the…
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Course on Data Analysis and Statistical Inference
Scanning my daily feeds from feedly I came across this post about a new Data Analysis and Statistical Inference course on Coursera that has just started this week. looks to be a good grounding on the subject. The course is split into 7 modules Unit 1 – Introduction to data Unit 2 – Probability and distributions…
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A to Z of some useful R Packages
This is a list of some of the useful R packages that you can add to R. There are lots more available outside of this list on CRAN A – audio Interfaces to audio devices (mainly sample-based) from R to allow recording and playback of audio. Built-in devices include Windows MM, Mac OS X AudioUnits…
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Recording your CPD
There are many methods for recording your CPD (Continuous Professional Development) plans available on the internet and through various professional bodies. For me I prefer a Spreadsheet with a few column headings. Its what goes into those headings that makes the record though: Date Date the training took place Training This is the title of…
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Architecture Journals
Between 2004 and 2009 Microsoft published The Architecture Journal. A few years old now, there are some useful articles in the Journals that still apply today. You can download the Journals or view the individual Articles in the Archive.
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A good example of Enterprise Architecture doumentation
There are many good examples of Enterprise Architecture documentation available as reference on the Internet. All following different methodologies, but ultimately illustrating how an Enterprise Architecture documentation set can assist in driving strategy and the business forward. A bit dated now (2004), but a good example of such a document set is the 5 volumes…
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Enterprise Architecture – Wikipedia Book
A while ago I created a book on Wikipedia on Enterprise Architecture (Back in August 2009) using Wikipedia Books. This is a function to pull together articles from Wikipedia together in a book format, then download as a PDF or even send to get printed. I haven’t got far with the printing aspect on this…