Data types in Data Science

TopicSubtopicsDetailsExamples
Big Data DefinitionThree VsVolume, Velocity, VarietyJet engine generating 10+ terabytes in 30 minutes
HistoryTimelineEmerged in early 2000sHadoop open-sourced in 2005
Advantages and BenefitsKey AreasProduct development, Predictive maintenance, Customer experience, Fraud and complianceNetflix show recommendations
ChallengesMain IssuesData Quality, Security and privacy, Rapid growth, Tool selection, Data IntegrationGDPR compliance
Applications in HealthcareUse CasesPredicting epidemics, Real-time alerting, Personalized treatmentsWearable devices predicting heart attacks
Applications in Media and EntertainmentUse CasesTargeting audiences, Predicting content preferencesSpotify's personalized playlists
Applications in IoTUse CasesEnhancing IoT device capabilitiesSmart homes optimizing energy usage
Applications in ManufacturingUse CasesPredictive maintenance, Supply chain optimization, Quality controlPredicting machine failures
Applications in GovernmentUse CasesImproving public services, Combating fraud, Enhancing national securityPredictive policing
Other ApplicationsVarious IndustriesAgriculture, Aviation, Cyber security, Crime prevention, E-commerce, Fake news detection, Fraud detection, Pharmaceutical research, Scientific research, Weather forecasting, Tax complianceN/A
PlantUML Diagram