Author

DataWithRohit

@rohit299pradhan

articles: 11
total claps: 29
top claps: 14
avg read: 14.8 min
active: 2025-08-15 → 2026-08-09

Wiki topics

🔧 · Data Engineering · 11 🔒 · Cybersecurity · 6 ☁️ · DevOps & Cloud · 2 🎮 · Gaming · 1 💻 · Programming · 1 🏛️ · Architecture · 1 🎬 · Film & Television · 1

Top tags

#databricks ·11 #apache-spark ·8 #databricks-certification ·7 #spark ·5 #data-engineering ·4 #azure-databricks ·2 #python ·2 #spark-sql ·2 #databricks-sql ·1 #liquid-clustering ·1

TCH

DA DataWithRohit

Liquid Clustering in Databricks — The Next Evolution Beyond Partitioning and Z-Ordering

Every Delta engineer has felt it — that creeping regret of choosing the wrong partition column two years ago.

Nov 02, 2025 · 12 min read · 14 claps #azure-databricks #databricks #databricks-sql

Liquid Clustering in Databricks — The Next Evolution Beyond Partitioning and Z-Ordering

ART TCH

DA DataWithRohit

Unpacking Apache Spark: Architecture, RDDs, Spark SQL & Databricks

Apache Spark is a powerful, multi-language distributed computing engine designed to simplify complex data operations. In this deep dive…

Aug 15, 2025 · 4 min read · 4 claps #apache-spark #databricks #spark-sql

Unpacking Apache Spark: Architecture, RDDs, Spark SQL & Databricks

TCH

DA DataWithRohit

Databricks Data Engineer Associate Exam Prep: Auto Loader and COPY INTO

A practical, scenario-based guide to file ingestion, schema evolution, notifications, overwrites, idempotency, and important certification…

Jul 21, 2026 · 17 min read · 3 claps #databricks #autoloader #data-engineering

Databricks Data Engineer Associate Exam Prep: Auto Loader and COPY INTO

TCH MDA

DA DataWithRohit

Databricks Dynamic Views: Exam-Ready Guide for the Data Engineer Associate and Professional…

Data Masking, Row-Level Security, Column-Level Security

Jul 29, 2026 · 14 min read · 3 claps #databricks #databricks-certification #data-governance

Databricks Dynamic Views: Exam-Ready Guide for the Data Engineer Associate and Professional…

TCH

DA DataWithRohit

A Complete Associate and Professional Exam Guide on CDC and CDF

Change Data Capture questions may appear simple, often combine several related concepts:

Jul 28, 2026 · 29 min read · 2 claps #databricks #spark #apache-spark

A Complete Associate and Professional Exam Guide on CDC and CDF

TCH

DA DataWithRohit

Solving the Small Files Problem in Databricks: OPTIMIZE, Auto Optimize, Goldilocks Zone & the Bin…

Introduction

Dec 09, 2025 · 7 min read · 2 claps #data-engineering #databricks #spark

TCH

DA DataWithRohit

Databricks Expectations Explained: A Complete Associate and Professional Certification Guide

Warn, drop, or fail? Master the data-quality scenarios that repeatedly appear in Databricks exams

Jul 22, 2026 · 15 min read · 1 claps #databricks #databricks-certification #apache-spark

Databricks Expectations Explained: A Complete Associate and Professional Certification Guide

TCH MDA

DA DataWithRohit

Databricks Stream-Static Joins: The Exam-Ready Guide for Associate and Professional Certifications

How stateless enrichment works, how Delta Lake snapshots behave, where streaming state really appears

Aug 04, 2026 · 25 min read · 0 claps #databricks #spark #apache-spark

Databricks Stream-Static Joins: The Exam-Ready Guide for Associate and Professional Certifications

TCH

DA DataWithRohit

Databricks Lakeflow Connect: The Complete Certification Guide to Managed and Standard Connectors

Lakeflow Connect is the ingestion layer of the Databricks data engineering platform. It provides a range of options — from fully managed…

Jul 23, 2026 · 15 min read · 0 claps #databricks #azure-databricks #databricks-certification

Databricks Lakeflow Connect: The Complete Certification Guide to Managed and Standard Connectors

TCH

DA DataWithRohit

Databricks Lakeflow Jobs — The Ultimate Associate & Professional Exam Guide

Repair Runs, Multi-Task Jobs, Dependencies, Task Values, Triggers, Parameters, Queueing, Monitoring & Exam Traps

Aug 09, 2026 · 15 min read · 0 claps #databricks #databricks-certification #apache-spark

Databricks Lakeflow Jobs — The Ultimate Associate & Professional Exam Guide

TCH

DA DataWithRohit

Databricks Professional Exam Guide: Python File Dependencies, Relative Imports & Python Wheels

As Databricks projects grow, notebooks often evolve from simple, self-contained units into larger applications containing reusable…

Aug 08, 2026 · 11 min read · 0 claps #databricks #databricks-certification #apache-spark