Who Is This For

Is This Course Right For You?

🔷

Azure Cloud Engineers

Build enterprise data pipelines using ADF, ADLS, Synapse and Databricks.

🗄️

ETL / SQL Developers

Migrate from SSIS/on-premise ETL to Azure Data Factory and Synapse.

🔥

Databricks Engineers

Add Azure-native tools (ADF, Synapse) to your Databricks skill set.

🎓

Freshers

Target high-paying Azure data engineering roles — DP-203 certification included.

📊

BI / Power BI Developers

Move up to data engineering using Azure Synapse and ADLS.

🏢

Solution Architects

Design enterprise Lakehouse platforms on Azure for large organizations.

Tools Covered

🔷 Azure Data Factory

🏔️ ADLS Gen2

🏗️ Azure Synapse Analytics

🔥 Azure Databricks

📨 Azure Event Hubs

📊 Azure Stream Analytics

🔍 Azure Purview

🔐 Azure Key Vault

⚙️ Azure Functions

📬 Azure Service Bus

❄️ Snowflake on Azure

🗂️ Unity Catalog

🐍 PySpark

📜 DP-203

Course Curriculum

9 Modules — Key Concepts

Here are the core topics you'll master. Each module includes hands-on labs with real Azure Data Engineering access.

Module 01

ADLS Gen2 Data Lake

Hierarchical namespace — containers and directories
RBAC and ACL — fine-grained access control
Azure Lifecycle Management policies
Integration with ADF, Synapse, Databricks
Data formats: Parquet, Delta, CSV on ADLS

Module 02

Azure Data Factory (ADF)

Pipelines, Activities, Datasets, Linked Services
Copy Activity — 90+ source/sink connectors
Data Flow — visual ETL with Spark execution
Triggers — Schedule, Tumbling Window, Event
Integration Runtime — Azure, Self-hosted, SSIS

Module 03

Azure Synapse Analytics

Synapse Workspace — unified analytics platform
Dedicated SQL Pool vs Serverless SQL Pool
Spark Pool — PySpark notebooks in Synapse
Synapse Pipelines — ADF built into Synapse
Synapse Link — operational analytics from Cosmos DB

Module 04

Azure Databricks

Databricks on Azure — Unity Catalog integration
Delta Lake on ADLS Gen2
ADF → Databricks notebook activity
Databricks Auto Loader from Event Hubs/ADLS
Databricks SQL & BI dashboards

Module 05

Azure Event Hubs & Streaming

Event Hubs — managed Kafka on Azure
Event Hubs Capture — auto-save to ADLS/Blob
Azure Stream Analytics — SQL on streaming data
Event Hubs → ADF → Synapse real-time pipelines
IoT Hub — device data ingestion

Module 06

Azure Purview & Governance

Azure Purview — enterprise data catalog
Data lineage across ADF, Synapse, ADLS
Business glossary and data classification
Sensitive data scanning and labeling
Integration with Unity Catalog

M01

Azure Fundamentals for Data Engineers

⏱️ 4 Hours● Beginner

▾

Azure portal, subscriptions, resource groups

IAM — RBAC roles and service principals

Azure Key Vault — secrets management

Azure CLI and PowerShell for data engineers

VNet, subnets, private endpoints for data services

Azure Monitor — metrics and alerts

🔬 Azure Environment Setup📝 Quiz: Azure Fundamentals

M02

ADLS Gen2 — Azure Data Lake

⏱️ 5 Hours● Beginner

▾

ADLS Gen2 vs Blob Storage — differences

Hierarchical namespace — containers, directories

ACLs vs RBAC — access control patterns

Lifecycle management — hot, cool, archive tiers

SAS tokens and managed identities

Integration with ADF, Synapse, Databricks

🔬 Data Lake Setup & Access Control

M03

Azure Data Factory (ADF)

⏱️ 10 Hours● Intermediate

▾

ADF architecture — pipelines, activities, datasets

Linked Services — 90+ connectors

Copy Activity — source to sink patterns

Data Flows — visual Spark ETL transformations

Mapping Data Flow — joins, aggregations, pivots

Integration Runtime — Azure vs Self-hosted

Triggers — Schedule, Tumbling Window, Storage Event

ADF monitoring and alerting

Git integration for ADF DevOps

🔬 ADLS→ADF→Synapse Pipeline🔬 Incremental Load with Watermarks🏗️ Project: Full ADF Data Pipeline

M04

Azure Synapse Analytics

⏱️ 9 Hours● Intermediate

▾

Synapse Workspace — unified analytics

Dedicated SQL Pool — MPP data warehouse

Serverless SQL Pool — on-demand S3/ADLS queries

Spark Pool — PySpark notebooks

Synapse Pipelines — built-in ADF

PolyBase — query external data

Synapse Link — operational analytics

COPY INTO vs PolyBase performance

Synapse Purview integration

🔬 Synapse Data Warehouse Build🏗️ Project: Synapse Analytics Platform

M05

Azure Databricks on Azure

⏱️ 8 Hours● Intermediate

▾

Databricks on Azure setup — workspace, clusters

ADLS Gen2 mount with managed identities

Delta Lake on ADLS Gen2

Unity Catalog with Azure AD integration

ADF → Databricks notebook activity

Auto Loader from ADLS/Event Hubs

Databricks SQL — BI dashboards

Cost optimization on Azure Databricks

🔬 Databricks on Azure Lab🏗️ Project: Lakehouse on Azure

M06

Azure Event Hubs & Streaming

⏱️ 7 Hours● Advanced

▾

Event Hubs — managed Kafka, partitions, consumer groups

Event Hubs Capture — ADLS/Blob delivery

Event Hubs SDK — producer and consumer

Azure Stream Analytics — SQL on streams

Stream Analytics windowing — tumbling, hopping, session

IoT Hub — device-to-cloud messaging

Event Hubs → ADF → Synapse real-time pipeline

🔬 Event Hubs Streaming Lab

M07

Azure Functions & Orchestration

⏱️ 6 Hours● Advanced

▾

Azure Functions — serverless event-driven ETL

Function triggers — Timer, Event Hubs, Blob, HTTP

Durable Functions — workflow orchestration

Logic Apps — low-code integrations

ADF vs Synapse Pipelines vs Airflow

Azure Service Bus — message queuing

Cost optimization — consumption vs premium plans

🔬 Serverless ETL with Functions

M08

Azure Purview & Data Governance

⏱️ 4 Hours● Advanced

▾

Azure Purview — enterprise data catalog

Automated scanning and classification

Data lineage — ADF→ADLS→Synapse tracking

Business glossary and stewardship

Sensitive data — GDPR, PII identification

Integration with Unity Catalog

Microsoft Purview vs Open-source alternatives

📝 Quiz: Data Governance

M09

Projects & DP-203 Certification Prep

⏱️ 12 Hours● Advanced

▾

Project 1 — Batch: ADLS → ADF → Synapse → Power BI

Project 2 — Streaming: Event Hubs → Stream Analytics → ADLS

Project 3 — Lakehouse: Databricks + Delta Lake on ADLS

Project 4 — Full Platform: ADF + Synapse + Purview + Databricks

DP-203 Azure Data Engineer Associate exam prep

100+ practice questions with explanations

Resume and LinkedIn for Azure roles

🏗️ 4 Real Azure Projects📝 DP-203 Mock Tests

Master Azure Data Engineering — ADF, Synapse, ADLS & Databricks

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Is This Course Right For You?

9 Modules — Key Concepts

Azure Data Engineering Professionals Earn Top Salaries

1200+ Professionals Placed at Top Companies

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