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Delivering Insights
Building the DataScience Web Application
About us
Mark McKelvy
▪ Software Engineer
▪ Build complex, data
intensive applications
primarily using JavaScript
DataScience
▪ Data Science as a Service
▪ Customers fromTinder to
Belkin
▪ Ranked #1 among Best
Places to Work in Los
Angeles for 2015
What makes a good business application?
▪ Works as expected, every time
▪ Modern, intuitive user interface
▪ Fast (in every sense)
▪ Helps you get your job done quickly
3
The DataScience web application
▪ Modern, sleek interface
▪ Presents insights in an easily
digestible form
▪ Includes rich visualizations to
make sense of complex data
4
The DataScience web application (cont’d)
▪ Seamless access to interactive tools
(ratings, comments,

follow-up questions)
▪ Simple forms and inputs
▪ Immediately responsive to user
interactions
5
Our approach
▪ Always be non-blocking
▪ Optimistically update
▪ Favor immutability and functional
programming patterns
▪ Contain application state
▪ Keep data flow unidirectional
▪ JavaScript across the stack
6
Thank you.

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Delivering Insights: Building the DataScience Web Application

  • 1. Delivering Insights Building the DataScience Web Application
  • 2. About us Mark McKelvy ▪ Software Engineer ▪ Build complex, data intensive applications primarily using JavaScript DataScience ▪ Data Science as a Service ▪ Customers fromTinder to Belkin ▪ Ranked #1 among Best Places to Work in Los Angeles for 2015
  • 3. What makes a good business application? ▪ Works as expected, every time ▪ Modern, intuitive user interface ▪ Fast (in every sense) ▪ Helps you get your job done quickly 3
  • 4. The DataScience web application ▪ Modern, sleek interface ▪ Presents insights in an easily digestible form ▪ Includes rich visualizations to make sense of complex data 4
  • 5. The DataScience web application (cont’d) ▪ Seamless access to interactive tools (ratings, comments,
 follow-up questions) ▪ Simple forms and inputs ▪ Immediately responsive to user interactions 5
  • 6. Our approach ▪ Always be non-blocking ▪ Optimistically update ▪ Favor immutability and functional programming patterns ▪ Contain application state ▪ Keep data flow unidirectional ▪ JavaScript across the stack 6