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Conclusion (More? (Advanced Topics (Build on fundamental concepts), Data…
Conclusion
More?
Advanced Topics
Build on fundamental concepts
Data science in business
Data science in government
Data science capability
Investing in Data
Application of Concepts
variety of different devices
Mobile
Desktop
How to represent device & location
Focus on multiple problems
Location
Wifi
GPS
Humans Vs Computer
Humans
Identifying
Everything in the world
small sets of relevant data
Knowledge
Task Specification
Application
Evaluation
Right Data
Right Data Science technique
Subjectiveness
Computers
Sifting
Massive amount of variables
Quantifying variables
Technique
Fundamental Concepts of Data Science
General Concepts
Fit organizational landscape
Nurture teams
Competitive Advantage
Tactical Principles
Analytic Thinking
Remember Problem
Data Science = Asset
Value in structuring business problems
Generalization and Over fitting
Data science application to structured problems
Knowledge Extraction
Informative Attributes
Fitting numeric functional model
Complexity Control
Calculation similarity
Changing Solutions to Business Problems
Problem change
Forget about change
Subtle Change
Misunderstanding
Privacy/Ethics
Targeting
Advertising
Credit Check
Offers
Website Links
Fraud Testing