PySpark Real-Time Scenarios WITH Python | [JOB READY 2025]

PySpark | Databricks | Python | Pyspark interview questions | PySpark Real-Time Scenarios WITH Python In this video, I guide you through real-time PySpark scenarios using Python. You'll get hands-on experience with Databricks and PySpark, covering Autoloader, Spark Streaming, Spark Optimization, Delta Lake, Slowly Changing Dimensions, Window Functions, and more. Timestamps: 0:00 Introduction 10:43 Databricks Free Account 12:35 Databricks Overview 14:06 Scen1 - Incremental Data Loading in Databricks 38:24 Scen2 - Schema Evolution in PySpark Streaming 49:46 Scen3 - Slowly Changing Dimensions in Databricks 1:13:27 Scen4 - Python Class for Window Functions in PySpark 1:35:27 Bonus - Importing Databricks Notebooks 1:40:18 Scen5 - Conditional Columns in PySpark 2:01:27 Scen6 - Using Python Loops for Parametrized Notebooks 2:11:20 Scen7 - Data Skewness in PySpark 2:19:36 Scen8 - Views and Global Views in PySpark databricks 2:22:45 Scen9 - Error Handling in PySpark using Python 2:33:31 Scen10 - PySpark Streaming using Delta Tables 3:06:43 Bonus - Deletion Vectors in Databricks WATCH MY PREVIOUS VIDEOS ➡️Azure End To End Data Project 2025 https://youtu.be/uc-u_juRg-w?si=brryzrVSioNmX9ld ➡️Databricks Tutorial https://youtu.be/P5pEeR3xQpI?si=XbQYrYkrVp2jKjfE ➡️PySpark Full Course https://youtu.be/94w6hPk7nkM?si=Y2EUnifXrZRK3MOj ➡️PySpark Interview Ques (2025) https://youtu.be/fOCiis31Ng4?si=SNSxDEG1m_n8vH1p REPOSITORY ➡️GitHub https://github.com/anshlambagit/PySpark-RealTime-Scenarios-with-Python/tree/main/Raw%20Data ======================================= Join this channel to SUPPORT MY HARDWORK: https://www.youtube.com/channel/UCu7lQE-L5gzt8aD7zuuufjw/join ======================================= Connect with ME LinkedIn - https://www.linkedin.com/in/ansh-lamba-793681184/ Telegram - https://t.me/anshlambadatafam ========================= For COLLABORATION 👇 anshlambacollab@gmail.com ========================= ⭐Hashtags⭐