~Get Your Files Here !

  01 Course Introduction and Introduction to Apache Spark

   001 Introduction to Course.mp4

   002 How does Computer performs analytics_.mp4

   003 What is an Apache Spark_.mp4

  02 Course Logistics

   001 Getting Started with Databricks Community Edition.mp4

   002 How to access course material_.mp4

   4.1.html

   4.11.html

   4.13.html

   4.14.html

   4.2.html

   4.4.html

   4.6.html

   4.8.html

   5.4.html

   Bonus-LinearRegression.html

   Dataset_Spark

    Bonus

     desktop.ini

    co2_1800-1995.csv

    country_1.csv

    dummy.csv

    earthquake.csv

   index.html

  03 Introduction to Apache Spark Architecture

   001 Apache Spark Architecture.mp4

   002 What is a dataframe_.mp4

  04 Hands-on on PySpark Programming

   001 Dataframes in PySpark.mp4

   002 Renaming Columns.mp4

   003 Selecting Columns.mp4

   004 Filtering.mp4

   005 Dropping Columns.mp4

   006 Union of Dataframes.mp4

   007 Sorting on Dataframes.mp4

   008 Basic Aggregation Methods.mp4

   009 Advanced Aggregation Methods.mp4

   010 Joins.mp4

   011 Partitioning on Dataframes.mp4

   012 Broadcast and Accumulator.mp4

   013 Persist and Caching on Dataframes.mp4

   014 Time and Data Functions in PySpark.mp4

   015 Reading and Writing (other) File Formats.mp4

  05 Advanced Topics in PySpark

   001 Spark Code Lifecycle_ Infrastructure Side.mp4

   002 Spark Code Lifecycle_ Framework Side.mp4

   003 AQE_ Adaptive Query Engine.mp4

   004 UDF_ User Defined Functions.mp4

   005 Performance Optimization.mp4

  06 Exam Logistics for Databricks Certified Associate Developer for Apache Spark 3.0

   001 Databricks Certified Associate Developer for Apache Spark 3.0 Exam Logistics.mp4

  07 Additional Contents_ Machine Learning in PySpark

   001 Introduction to Regression.mp4

   002 Hands-on on Regression.mp4

   003 Introduction to Classification.mp4

   004 Hands-on on Classification.mp4

  Bonus Resources.txt