Azure Data Catalogue + Machine Learning + R

Picture: How to register all Tables (in a TableCatalogue), and all Columns - Only the Metadata



Picture: How to register a DataSource ? 


This is Machine Learning:
What is ML

Picture: The purpose is to make a function that can predict Output = f(Xn):

DataProcess: 1. Define Output, 2. GetData, 3. TransformData
FunctionProcess: 4. GetFunction, 5. TransformFunction (called TrainModel*), 6. EvaluateFunction
* based on the data


Example (linear regression):

Picture: How to learn ML


Picture: Video

and MS Research lab,



Picture: ggplot2 cheat sheet (in R-Studio)




Picture: Distribution types 

------
R links

Picture: Getting started with R, or A Complete tutorial


Picture: link (.pbix)

Examples: Sales data ggplot2 (.pbix), PowerBI ggplot2 (.pbix),
Videos: R in PowerBI (video), R with Jen (video), Videos
Download: R Tools for Visual Studio (download page, documentation), R-Quick.
Other: Forecasts
---------
Predictive Analytics

Picture: Link; To describe something well enough to be able to anticipate, and control something with a certain certainty.

---
Ternary Crosshairs

Picture: 3-variable detection


----
Community Detection Algorithms


Picture: closeness/betweenness comes from the igraph in R 


----------------
Learn more

Twitter: Fredrik Hedenström, MS-BuckWoody,  MS-PowerBI,
Azure Free Trial is not really free, Analytics Magazine
Top 3 R resources for beginners (Try R)
Learn R from Scratch