Cloud Data Engineering
Azure Data Engineer, Databricks & Azure Data Factory
Job-oriented Azure Data Engineering training covering Azure Data Factory, Azure Databricks, Azure Synapse, Data Lake, SQL & real-time ETL pipelines with DP-203 certification and placement support.
Course Curriculum
1Microsoft Azure Basics
+
Microsoft Azure Basics
- Introduction to cloud computing
- Microsoft Azure overview
- Azure portal
- Resource groups & subscriptions
- Storage accounts
- Azure security basics
2Azure Data Factory (ADF)
+
Azure Data Factory (ADF)
- ADF pipeline creation
- Linked services & datasets
- Copy activity
- Data flow concepts
- Triggers & schedules
- Pipeline monitoring
- Real-time ETL scenarios
3Azure Databricks
+
Azure Databricks
- Workspace & notebooks
- Clusters
- Apache Spark basics
- PySpark programming
- DataFrames & transformations
- Delta Lake
- Job scheduling
4Azure Data Lake & Synapse
+
Azure Data Lake & Synapse
- ADLS Gen2
- Data ingestion
- Azure Synapse Analytics
- SQL pools
- Data warehouse concepts
- ADF + Databricks integration
5SQL & ETL
+
SQL & ETL
- Advanced SQL
- ETL vs ELT
- Data modeling
- Performance tuning
6Real-Time Azure Data Engineering Project
+
Real-Time Azure Data Engineering Project
- End-to-end pipeline development
- Source-to-target movement
- Transformation & validation
- Scheduling
- Monitoring & error handling
- Project explanation for interviews
Tools Covered
Real-Time Projects
End-to-End Azure Data Pipeline (Bronze / Silver / Gold)
Real-Time Streaming with Event Hubs + Databricks
Lakehouse Implementation with Delta Lake
ETL Migration from On-Prem SQL to Azure
Career Opportunities
- Azure Data Engineer
- Cloud Data Engineer
- Databricks Developer
- Azure Data Factory Developer
- Big Data Engineer
- ETL Developer
- PySpark Developer
- Data Pipeline Developer
- Cloud Analytics Engineer
Frequently Asked Questions
Do I need prior cloud experience?
No. We start from Azure fundamentals and gradually move to advanced data engineering with ADF, Databricks and Synapse.
Will I work on real projects?
Yes. You will build end-to-end data pipelines, lakehouse architecture and real-time streaming use cases.
Is the DP-203 certification covered?
Yes. We provide complete certification guidance for the Microsoft DP-203 Azure Data Engineer Associate exam.
Who can join this course?
Freshers, working professionals, software developers, data analysts, SQL/ETL developers, cloud engineers and BI developers.
Explore Other Courses
All courses →
AI Security
Cyber Security with AI
Industry-oriented Cyber Security training with Ethical Hacking, Network Security, Penetration Testing, SOC, SIEM, Cloud Security and AI-powered Threat Detection & Analytics with placement support.
Generative AI
Generative AI, Agent AI & Agentic AI
Hands-on Generative AI, Agent AI and Agentic AI training covering LLMs, Prompt Engineering, RAG, LangChain, Multi-Agent systems and real-time AI projects with certification and placement support.
Certification Support
Book Your Industry Certification Exam
Pair this course with AWS, Microsoft Azure, Google Cloud, Cisco, Kubernetes or other certifications. Pay-after-pass support available.
Explore certifications →