anatomy of a data analytics mvp
DESCRIPTION
A minimal analytics solution. Originally created PyConAPAC 2014, this solution demonstrates the typical components and possible technologies for a data analytics MVP. Source: https://github.com/whosken/analytics-mvpTRANSCRIPT
Anatomy of anAnalytics MVP
Ken Hu@whosbacon
Itinerary
● Demo● Architecture
○ Data Feed○ Message Queue○ Analysis○ Database○ Visualization○ Hosting
● Considerations
How do people like the latest Godzilla?
Alternatives
● Email● Logs● Clicks● KPI
Alternatives
● RabbitMQ● Memcache
● IronWorker● Redis Queue
Alternatives
● NLTK● Scikit-Learn● Numpy● Scipy
Alternatives
● MongoDB● Hadoop● PostgreSQL
Alternatives
● D3.js● NVD3.js● Django● gRaphaël
● Problem● Don’t learn● Break it down● SaaS it up● Queue + DB layers● Collocated cloud
Considerations
Fin@whosbacon
whosbacon.comgithub.com/whosken/analytics-mvp