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Large Scale Data Analysis to Improve Business Profitability

• Framework - Spark, R

• Machine learning - SparkML, H20, R, scikit-learn

• Graph Processing - GraphX, Titan, Neo4J

• Streaming - Spark, Flink, DataTorrent, Beam

• Deep learning - TensorFlow, H20

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1. Scala: traits + maps + pattern matching 2. Scala: Monads + partial functions 3. akka: actors + routers + supervisors 4. akka: scaling -> remote + cluster 5: akka-http: composable rest apis Akka workshops Actor model and how to design scalable and fault-tolerant clusters Recommended book for folks to follow topics Use case – Build custom workflow for data ingestion Real time dashboard and REST services using Spray 2.0 (aka-http) Design of rest services REST and NoSQL data store Can you try Tableau to demonstrate real time dashboard?

Past events (25)

Time series Forecasting - ARIMA and R

Princeton University Lewis Library 138

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