DevDay/Hackertone Imagine impossible, do possible.
THEN NOW Context Container 5 Internet TrendsCompetition Convolution 1. Structured/Linked Data Control (un-)Certainty 2. Real-time Internet Cloud C 3. Personalization Crowds Curation 4. Mobile & Augmented RealityConsumption CultureConvenience Control 5. Internet of ThingsConnection Continuity ir ls? o tg h are here w
We’ve faced challenges to dealing with Large-Scale Data Time-Series Data in Real-Time + Big Data Unstructured Data Persuasion with Interpretation & Visualization
Big Data Volume Platform Problem Variety o rk Velocity W + a ta D Value People Productivity PlatformMonitoring/ Decision Execution Sensing Making Intelligent System
Smart Data- Moving from big data to smart data- 2013: The year of smart data- Big data spotlight: Big data is dead! Long live smart data!- Big data won’t save pharma, but smart data might So Much Data, So Little Impact.- Big data? Try smart data- Investing in big data’s second act
Make Big Data work. Big Data + Analytics + Visualization Actionable Insight
If you can predict the future, you also change it.Predictive Analytics
Prediction Model EvaluationModel Predictive Control
Realtime - Simple algorithms Counting / Random Forest / Regression Accurate vs Real-time - Feature selection & summary - Streaming processing and analytics - In-memory storageData Science = Data + Analytics + Action
So, what?Those who cannot remember the past are condemned to repeat it. We live in pasts we’ve never lived.
No prepare, just repair. Make you survive by yourself.