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Preparing for Power BI Check my Youtube : https://www.youtube.com/@rajatjain001 Follow me on Linkedin : https://www.linkedin.com/in/rajatjain01/

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What You'll Learn 1️⃣ Delta Lake Fundamentals • Delta Lake Architecture • ACID Transactions • Delta Logs (_delta_log) • Time Travel • Schema Enforcement vs Schema Evolution • Delta Tables • Data Versioning • Delta Checkpoints • Delta Compaction • Delta Sharing • Delta Live Tables (DLT) 2️⃣ Azure Databricks Core Concepts • Azure Databricks Architecture • Control Plane vs Data Plane • Databricks Runtime • DBUs (Databricks Units) • Interactive, Job & Shared Clusters • Cluster Modes • Autoscaling • Cluster Configuration • Databricks Utilities (dbutils) • Databricks Workflows • Notebook Development & Deployment 3️⃣ Lakehouse & Medallion Architecture • Data Lakehouse Architecture • Bronze, Silver & Gold Layers • Data Warehouse vs Data Lake vs Delta Lake • Lakehouse Design Best Practices • Production Architecture Design 4️⃣ Performance Optimization • OPTIMIZE Command • Z-ORDER Optimization • VACUUM • Adaptive Query Execution (AQE) • Auto Optimize • Partitioning Strategies • Data Skipping • Broadcast Joins • Caching & Persist • Spark UI Performance Tuning • Query Optimization • Large Dataset Optimization 5️⃣ Data Ingestion & ETL • Incremental Loading • MERGE INTO • Auto Loader • Structured Streaming • Real-Time Data Processing • Streaming Pipelines • Batch vs Streaming • Watermarking • Checkpointing • CDC Implementation 6️⃣ Azure Integration • Connecting ADLS Gen2 with Databricks • Mount Points • Service Principal Authentication • Azure Key Vault • Secret Scopes • ADF to Databricks Integration • REST API Integration • Reading CSV, JSON, Parquet & Delta Files 7️⃣ Data Governance & Security • Unity Catalog • Row-Level Security • Column-Level Security • Table-Level Security • RBAC • Data Governance • Data Lineage • Credential Management • Access Control 8️⃣ Advanced Scenario-Based Questions • Medallion Architecture Design • Schema Drift Handling • Incremental Pipeline Design • Bronze to Silver Processing • Production Performance Issues • Cluster Sizing Strategy • Large File Processing • Handling Slow Queries • Production Troubleshooting • Real-Time ETL Design • Databricks Optimization Scenarios • Delta Lake Best Practices • Real Production Support Questions Who Is This For? ✅ Azure Data Engineers preparing for interviews ✅ Data Engineers planning a job switch ✅ ETL Developers transitioning to Azure Databricks ✅ Azure Databricks Developers with 3–15 years of experience ✅ Professionals targeting 15 to 40 LPA salary packages ✅ Candidates preparing for interviews at Databricks, Deloitte, EY, PwC, Accenture, Cognizant, Capgemini, Infosys, TCS, Tiger Analytics, Fractal Analytics, Walmart, Mastercard, Publicis Sapient, Hexaware, NTT Data, LTIMindtree, Tech Mahindra, KPMG and many other leading companies. ✅ Professionals struggling with scenario-based Azure Databricks interview questions ✅ Learners who know Databricks but find it difficult to explain concepts confidently during interviews ✅ Candidates looking for real interview questions instead of outdated blog posts or random YouTube content Why Professionals Love This Kit ✅ Questions collected from 20+ Top Product & Service-Based Companies ✅ Covers Beginner, Intermediate & Advanced Topics ✅ Includes Real Production-Based Scenarios ✅ Provides Interview-Ready Answers instead of textbook explanations ✅ Covers Delta Lake, Unity Catalog, Performance Tuning, Streaming, Lakehouse & Data Engineering Best Practices ✅ Saves hundreds of hours of random interview preparation ✅ Helps you understand what interviewers actually ask ✅ Useful for Technical, Managerial & Scenario-Based Interview Rounds ✅ Perfect for both Job Switchers and Experienced Azure Data Engineers Results You Can Expect After completing this kit, you'll be able to— ✅ Answer Azure Databricks interview questions confidently ✅ Explain real production implementations instead of theoretical concepts ✅ Handle advanced scenario-based interview rounds with confidence ✅ Design Lakehouse and Medallion Architecture in interviews ✅ Discuss Delta Lake optimization and performance tuning strategies ✅ Explain production ETL pipelines using Databricks ✅ Solve Databricks optimization and troubleshooting questions ✅ Improve your chances of clearing Azure Data Engineer interviews ✅ Stand out from candidates who only know basic Databricks concepts Social Proof More than 800 Azure Data Engineering learners have already enrolled in my interview preparation resources and used them to prepare for interviews at leading MNCs. Many learners have shared interview success stories after preparing using the interview frameworks, production scenarios, and real-world questions covered in these guides. Instant Access Get immediate access after purchase and start preparing today. Your next Azure Data Engineer opportunity may depend on how well you answer the interview questions that are already waiting inside this guide.

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