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Anatomy of a Data Analytics MVP
 

Anatomy of a Data Analytics MVP

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A minimal analytics solution. ...

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

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    Anatomy of a Data Analytics MVP Anatomy of a Data Analytics MVP Presentation Transcript

    • Anatomy of an Analytics MVP Ken Hu @whosbacon
    • Itinerary ● Demo ● Architecture ○ Data Feed ○ Message Queue ○ Analysis ○ Database ○ Visualization ○ Hosting ● Considerations
    • How do people like the latest Godzilla?
    • analytics-mvp.herokuapp.com
    • 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.com github.com/whosken/analytics-mvp