PySpark with Python

This course introduces PySpark with Python through DataFrames, missing-value handling, filtering, grouping and aggregation, and MLlib. It also covers linear regression and implements multiple linear regression in Databricks.

Syllabus

Tutorial 1-Pyspark With Python-Pyspark Introduction and Installation.
Tutorial 2-Pyspark With Python-Pyspark DataFrames- Part 1.
Tutorial 3- Pyspark With Python-Pyspark DataFrames- Handling Missing Values.
Tutorial 4- Pyspark With Python-Pyspark DataFrames- Filter Operations.
Tutorial 5- Pyspark With Python-GroupBy And Aggregate Functions.
Tutorial 6- Pyspark With Python-Introduction To Pyspark Mlib.
Tutorial 26- Linear Regression Indepth Maths Intuition- Data Science.
Tutorial 7- Pyspark With Python|Introduction To Databricks.
Tutorial 8- Pyspark Multiple Linear Regression Implementation In Databricks.