Sunday, November 19, 2017

Yellowfin 7.4 Features & Enhancements ( Part - 1)


Yellowfin 7.4 Features & Enhancements

Yellowfin provides analytics platform in combine with machine learning, data visualization, collaboration & storytelling to provide customers with quickest time to value.

1) Data Transformation:
Yellowfin 7.4 has the data transformation tool, Yellofin providing free of cost unlike other vendors charge for it. It’s integrated into yellowfin platform don’t need separate installation.

It uses different marketplace connectors such as Google Analytics, Sales Force, Youtube, Twitter & other social media connectors. Its Widget based transformation. We can use existing reports as well to add fields.

Yellowfin 7.4 does not required 3rd party data virtualization transformation tools.

a) Input Steps:
 Extract from .CSV file, Extract Freehand SQL, Extract from Table.
 

b) Transformation Steps:
Aggregation, Calculated Fields, Clustering, Geo Mapping, H2O Model Prediction (Predict vales based on model created in H2O model), Merge & Split.

 


c) Output Steps: This step is to write data to SQL database.


 


2) Data Science Productionization (Advanced Analytics): H20 Prediction Model & PMML Model

What Problems Solving:
·         Enable data science across the enterprise.
·         Bridging the gap between data science & analytic team

How are solving:
·         Advanced functions in Reporting layer & Widget based transforms in data transformation.
·         Providing framework for open & flexible extensions with industry standards such as PMML (Predictive Model Markup Language) & PFA (Portable Format for Analytics)
·         Future proofing by supporting DSaaS or Open Source APIs such as H2O.ai. H2O is very powerful & simple to implement deep learning platform.

Help Customers:
·         Enabling advanced analytics in Yellowfin.
·         Simple & very easy to deploy predictive model in yellowfin. It’s very useful for Data Scientists for production ready capabilities in yellowfin.

To implement Data Science model in Yellowfin in report go to advanced function -> select “Plugins” in Select functions

 


Data science columns implemented.

 


Prior to Data Science implementation visual chart. 
 

Data Science implemented visual analysis.