Anatomy of an Analytics MVP Ken Hu @whosbacon
Anatomy of a Data Analytics MVP
Jan 27, 2015
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-mvp
Originally created PyConAPAC 2014, this solution demonstrates the typical components and possible technologies for a data analytics MVP.
Source: https://github.com/whosken/analytics-mvp
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Transcript
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
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