Industry relevant Curriculum
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Capstone projects & case studies
Flexible Learning
| Day | Duration | Module | Topics Covered |
|---|---|---|---|
| Day 1 | 4 Hours | Introduction to Azure Data Factory | ADF overview, IR types, UI walkthrough, Integration with Azure services |
| Day 2 | 4 Hours | Linked Services, Datasets, Data Flows | Source & sink connections, supported formats, mapping & wrangling data flows |
| Day 3 | 4 Hours | Copy Activity & Performance Optimization | Copy data tool, throughput settings, fault tolerance, parallelism |
| Day 4 | 4 Hours | Control Flows & Activities | If, ForEach, Until, Execute Pipeline, Web, Stored Proc, Lookup |
| Day 5 | 4 Hours | Parameterization & Expressions | Parameters, variables, system variables, dynamic content expressions |
| Day 6 | 4 Hours | Triggers & Scheduling | Schedule, tumbling, event-based triggers, recurrence patterns |
| Day 7 | 4 Hours | Pipeline Monitoring & Debugging | Pipeline runs, activity run logs, alerts, retry policies |
| Day 8 | 4 Hours | Data Transformation using Mapping Data Flows | Derived columns, aggregations, joins, windowing, sink settings |
| Day 9 | 4 Hours | Integration with Azure Functions, Logic Apps, Synapse | Function triggers, Logic App workflows, Synapse pipelines |
| Day 10 | 4 Hours | ADF with Azure Key Vault & Secure Practices | Credential store integration, managed identities, RBAC |
| Day 11 | 4 Hours | ADF CI/CD using Azure DevOps | ARM templates, source control, release pipelines |
| Day 12 | 4 Hours | ADF + Databricks + Power BI Flow | Orchestration between ADF, Databricks notebooks, and Power BI refresh |
| Day 13 | 4 Hours | Real-Time Retail ETL Project | Sales data ingestion, transformation, star schema population, monitoring dashboards |
| Day 14 | 4 Hours | CPG Inventory Replenishment Project | Hybrid pipeline for batch + real-time inventory, product hierarchy loads, alerts |
| Day 15 | 4 Hours | Latest ADF Features & Best Practices | Managed VNET IR, Incremental loads, Data flow performance tips, Global parameters |
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