Tutorials

Analytics

  • Image by Aaron Barnaby

    Analyze Flight Delays

    Analyzes flights delay with sample datasets

  • Image by Isaac Smith

    Distribution Graphs

     

    Plots graphs of distribution of data by Week, Month & Year

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    Farmers Markets On Geo Maps

    Plots number of Farmers Market by City and by State 

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    General Payment Data Analysis

    Performs detailed analytics on general payment dataset

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    Jetrail Data Analysis

     

    Calculates the monthly trend in JetRail Dataset

Reading / Writing

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    Reading from MySQL

    Seamlessly reading from JDBC sources

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    Reading Parquet Files

    Reading Parquet files from HDFS/S3 etc.

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    Reading CSV Files

    Reading CSV files from HDFS/S3 etc.

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    Elastic Search

    Reading and Writing from Elastic Search

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    Saving to HIVE

    Saving DataFrames to HIVE

Machine Learning

  • Image by Howard Bouchevereau

    Predicting Bike Rentals

    Bik

    Bie Sharing Rental Prediction

  • Image by Moritz Bruder

    Predicting Farmers Market

     

    Predicting Farmers Market

  • Image by Dan Burton

    Telco Churn Prediction

     

    Predicting Churn for Telco Customers

  • Image by Austin Kehmeier

    Clustering Houses

     

     

    Cluster Houses with K-Means to find similar ones

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    Saving Data to Hive

     

     

    Saves data to HIVE after it has been read from a data source

Data Preparation

  • Image by Markus Spiske

    Convert to Timestamps

    Converts to timestamp from the input sample dataset

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    Data Validation

     

    Performs different kinds of data validation on input dataset

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    Drop Columns

     

    Drops some columns from the original dataset

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    Handling Null Values

    Removes null values from the input dataset

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    Rename Columns

     

    Renames columns from the original dataset

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