Doing data science with F#

Doing data science with F#

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  Doing data sciencewith F# Tomas Petricek tomas@tomasp.net | @tomaspetricek PhD Student at Cambridge & Coordinator of http://fsharp.org
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  software stacks trainings mac andlinux teaching F# user groups snippets community books and tutorials F# Software Foundation consulting open-source MonoDevelop http://www.fsharp.org contributions research support cross-platform mailing lists
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  Community matters!
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  All the Dataof the World
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  data acquisition statistics datacleaning machine learning data transformation visualization type providers F# Data Science Working Group kaggle vega grammar R provider data sources presentation www.fslab.org time-series visualization data aggregation
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  Acquire Visualize Analyze
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  Demo: Analyzing Titanicsurvivors
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  Deedle data frame Dataexploration Indexing and aggregation F# Charting library Simple & composable Interactive style www.fslab.org
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  Demo: Understanding theworld
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  F# Data typeproviders First-class data CSV, REST, WorldBank… R Type provider Statistics & visualization 5000 tested packages www.fslab.org
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  Demo: US debtover the last century
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  Deedle data frame Time-seriesalignment Data transformations Vega visualization F# wrapper for Vega Pre-alpha version www.fslab.org
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  F# for DataScience acquire, analyze, visualize interactive experience safety and efficiency of .net ready for production @tomaspetricek
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  Going forward Use #fsharpfor fun & profit Join local user groups Help us build data science tools fsharp.org | fslab.org | tomasp.net @tomaspetricek