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7 differences between business intelligence and data science systems

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How Data Science systems differ from Business Intelligence systems in terms of flexibility, accessibility and functionality. A must read ppt for Big Data & Analytics specialists.

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7 differences between business intelligence and data science systems

  1. 1. 7 DIFFERENCES BUSINESS INTELLIGENCE SYSTEMS DATA SCIENCE SYSTEMS VS
  2. 2. • Designed to look backward • Looks at real data from real events PERSPECTIVE1 BI Systems Data Science • Designed to look forward • Interprets the information to predict what might happen in the future
  3. 3. • Focuses on detailed reports • Delivers KPIs and trends FOCUS2 BI Systems Data Science • Focuses on predicting future trends • Delivers patterns and observations
  4. 4. • Traditional BI systems tend to be static and comparative in terms of how the data is collected and managed PROCESS3 BI Systems Data Science • Offers room for experimentation and research in terms of how the data is collected and managed
  5. 5. • Rigid approach • Data sources tend to be pre-planned and added slowly DATA SOURCES4 BI Systems Data Science • Flexible approach • Data sources can be added on the go as needed
  6. 6. • Helps businesses answer the questions they know • Enables companies to apply insights to existing data TRANSFORM5 BI Systems Data Science • Helps businesses discover new questions • Encourages companies to apply insights to new data
  7. 7. • BI systems tend to be warehoused and siloed • Difficult to deploy data across the business STORAGE6 BI Systems Data Science • Data Science tends to be integrated and well governed • Data can be distributed in real-time across the business
  8. 8. • IT dept owns it & sends data to analysts who interpret it • More time is consumed in ‘IT Warehousing’ OWNERSHIP7 BI Systems Data Science • Big Data Solutions are owned by analysts • More time is dedicated in analysis and prediction
  9. 9. Want to know more about Big Data & Data Science? Drop us an email at marketing@whishworks.com Or give us a call on +44 20 3475 7980 | UK +91 40 4265 6565 | India

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