PySpark - Zero to Hero | PySpark Tutorial 2025 | Spark Tutorial 2025 | Learn from Basics to Advanced Performance Optimization - 07 Basic Structured Transformation - Part 2 | Cast Column | Add Column | Static Column Value |Rename

Video explains - How to Add Columns in Spark DataFrame ? How to create Static value column in Spark DataFrame ? How to Rename Columns in Spark DataFrame ? How to Remove Columns in Spark DataFrame ? How to Cast Columns in Spark DataFrame ? How to Filter and Limit data in Spark DataFrame ? Chapters 00:00 - Introduction 00:58 - How to Cast Columns in DataFrame ? 02:21 - How to Add Columns in DataFrame ? 03:38 - How to Static Column Values/Literals to DataFrame ? 05:40 - How to Rename Columns in DataFrame ? 07:00 - Rename Column names with Spaces 08:08 - How to Remove Columns in DataFrame ? 09:00 - Filter Data 09:41 - Limit Data 10:45 - Bonus Tip Local PySpark Jupyter Lab setup - https://youtu.be/WhxljT3IfdM Python Basics - https://www.learnpython.org/ GitHub url for code - https://github.com/subhamkharwal/pyspark-zero-to-hero/blob/master/03_basic_transformations_2.ipynb The series provides a step-by-step guide to learning PySpark, a popular open-source distributed computing framework that is used for big data processing. New video in every 3 days ❤️ #spark #pyspark #python #dataengineering