Questions | Analytics | Business Intelligence |
---|---|---|
Tell me about this data? | Mean,Median,SD,Outliers,Correlations,plots,and that hidden diamond | Pivot, basic plots |
Can you tell me what other customers I should target? | Supervised Machine learning | Cannot Help |
I have new incoming data that I need cleansed and loaded into an operational DB | Cannot Help | Let me fire up an ETL tool and load the data |
We have just realized that our customer file system has customer information public to internal employee which should be masked. | Regular Expressions shall save the day | Regular Expressions shall save the day |
We need to see classify incoming insurance customers risk of a claim | Feed me 100's of features and lets build a classification model | Cannot Help |
If your organization is new to developing an analytics department be prepared for a long road of roadblocks and confusion.
First of lets start with the typical questions
First of lets start with the typical questions
Now, I do want to make a few things clear. One, An Analytics employee can cross into the BI domain and vice-versa. Two, if you are only doing visualization and data exploration then I would not consider your main profession to be Analytics. in order to to truly be considered an Analytics profession i would say you must be able to build predictive models.
Software | Analytics | Business Intelligence |
---|---|---|
Python | Yes | No |
R | Yes | No |
SSRS,SSIS,SSAS | No | Yes |
Relation Database | Yes | Yes |
NoSQL Databases | Yes | No |
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