What To Do When Data Becomes Big Data

  1. Workshop Intro [Workshop Intro slides]
    1. This Workshop [This Workshop slides]
    2. Introductions [Introductions slides]
    3. Setup [Setup slides]
  2. Pandas Basics [Pandas Basics slides]
    1. Exercise: Reddit Averages [Exercise: Reddit Averages slides]
    2. Exercise: Weather Extraction [Exercise: Weather Extraction slides]
  3. Big Data and Spark [Big Data and Spark slides]
    1. Compute Clusters [Compute Clusters slides]
    2. First Spark Program [First Spark Program slides]
    3. Spark DataFrames [Spark DataFrames slides]
    4. Operating on DataFrames [Operating on DataFrames slides]
    5. DataFrames are Partitioned [DataFrames are Partitioned slides]

Course home page.