The first issue is the data that needs to be available so that the business may use it. There are various ways of collecting it from all the transactional systems with structured data, and there are many sources of other data such as streaming interactive logs, call center content, website interactions, other unstructured data such as market sentiment and data that may be of impact to the business such as overall economic factors, commodity and index prices, business and general news information.

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Team structure for Successful BI/Data Warehouse/Assisted Intelligence and Machine Learning
1.45 GEEK