/PySpark_Tutorials

Labs using PySpark to apply ML algorithms for big data. (Udemy)

Primary LanguageJupyter Notebook

PySpark for Big Data

  • Spark DataFrames

    • Spark DataFrames Section Introduction
    • Spark DataFrame Basics
    • Spark DataFrame Operations
    • Groupby and Aggregate Functions
    • Missing Data
    • Dates and Timestamps

  • PySpark for Machine Learning

    • Linear Regression
    • Logistic Regression
    • Tree Methods
    • Clustering
    • Recommender System
    • Natural Language Processing

  • Spark Streaming

    • Introduction to Spark Streaming
    • Spark Streaming Code-along!