You will learn SQL basics, DDL/DML/DQL, joins, constraints, indexes, functions, stored procedures, triggers, temp tables, replication, MERGE, UPSERT, RANK, window functions, grouping, CUBE, and real-time healthcare case studies.
ETL Developer is responsible for extracting data from various sources by designing, building and maintaining data pipelines. ETL Developer role is in high demand and offers excellent pay scale in the tech industry. They often use Azure and AWS cloud platforms to handle their operations.
✅ SQL for ETL Development
✅ Data Mapping, Transformations
✅ Azure Data Factory (ADF)
✅ Azure Databricks
✅ SSIS, ADF For ETL & LET
✅ DWH & Star Schema Design
✅ Pipeline Tuning, Batch Processing
✅ Python, PySpark for Automations
✅ Real Time Project
✅ 1:1 Mentorship, Resume
Module 1: SQL Concepts & Queries
- Query Tuning, CTEs, Rank
- Normal Forms (Scenario Based), Joins
- Group By with Joins, Sub Queries
- Merge, Stored Procedures
- Transactions, Lock Hints
- Views, Functions, More
Module 2: Azure Data Engineer
- ETL & ELT with ADF, Synapse, Databricks
- Incremental Loads, SCD, CDC, Upserts
- Synapse DWH Architecture & Big Data Processing
- Spark, PySpark, Delta Tables, Time Travel
- Medallion Architecture (Bronze–Silver–Gold)
- ADLS Storage, Security, Key Vault, Monitoring
- Realtime Projects + Fabric & DP-700 Exam Guidance
Module 3: Python For ETL
- Python Pandas, NumPy
- Big Data Analytics
- Python Functions
- File Handling, RegEx
- Lists, Data Frames
- Merge, Caching, Modules
- End to End Implementations, more..
What is the ETL Developer course and who should join?
This course is designed for aspiring Data Engineers, ETL Developers, SQL Developers, BI Engineers, Python ETL developers, and professionals aiming to build real-time ETL/ELT pipelines using SQL, Azure, ADF, Synapse, Databricks, and Python.
What is the duration of the ETL Developer course?
The total duration is 15 weeks:
Module 1 – SQL Server TSQL (4 weeks)
Module 2 – Azure Data Engineering (7 weeks)
Module 3 – Python ETL (4 weeks)
What are the prerequisites for this training?
No prior ETL experience is required. Basic computer knowledge is enough. SQL is taught from scratch before moving into Azure and Python ETL.
Does the course include real-time data warehousing concepts?
Yes. You learn ETL, DWH basics, BI implementations, incremental loads, SCD Type 1 & Type 2, CDC, control tables, and end-to-end workflows.
What Azure components will I learn in the ETL Developer program?
Azure SQL DB, Synapse Analytics, ADF (Pipelines, IR, Data Flows), Storage Accounts, ADLS, IoT Hub, Key Vault, Logic Apps, Functions, Stream Analytics, Pricing, RBAC, IAM, and Security.
Is Azure Data Factory (ADF) covered with real-time ETL scenarios?
Yes. You will learn pipelines, datasets, triggers, incremental loads, upserts, schema drift, PolyBase, Data Flows, tuning, debug clusters, surrogate keys, aggregations, and multi-table processing.
Do we learn Azure Synapse Analytics in detail?
Yes. You will learn Synapse architecture, distributed tables, serverless pools, pipelines, SQL transformations, Spark Pools, notebooks, Python ETL, aggregations, and analytics.
Does the course include Databricks and Spark training?
Yes. You will learn Databricks clusters, DBFS, Spark SQL, PySpark transformations, Delta Tables, Jobs, Workflows, Widgets, Unity Catalog, Medallion Architecture, and DLT pipelines.
What real-time projects are included in this ETL Developer course?
Two projects:
• SQL Healthcare Case Study
• Azure Data Engineer Project (ADF + Synapse + Spark + Delta + Pipelines)
Plus resume preparation and interview FAQs
Does the course include SCD, CDC, and Incremental Data Loads?
Yes. You will implement Incremental Loads, SCD Type 1 & 2, CDC, DOCP, watermarking, logging, consistency, and automated Merge statements using SQL, ADF, and DLT.
Will I learn Azure Storage (ADLS) in detail?
Yes. You will learn ADLS Gen2, containers, HNS, Blob operations, uploads, partition keys, ACLs, IAM roles, and advanced storage security.
Does the course include Python programming?
Yes. Python fundamentals, data types, loops, functions, OOP, JSON, RegEx, file handling, error handling, collections, modules, and scripting are included.
What Python ETL skills will I learn?
You will learn Pandas, DataFrames, cleaning, transformations, analytics, SQL Server integration, pymssql, Python notebooks, and end-to-end ETL automation.
Will I learn PySpark in this course?
Yes. PySpark DataFrames, joins, aggregations, ADLS integration, variables, widgets, Spark SQL, transformations, aggregations, and performing ETL with Spark are included.
Do you cover Medallion Architecture (Bronze, Silver, Gold)?
Yes. You will learn how to design Lakehouse pipelines using the Medallion framework, including cleansing, formatting, aggregations, and incremental data pipelines.
Is Delta Live Tables (DLT) included?
Yes. DLT pipelines, automated incremental loads, Merge Into, SCD1, SCD2, control tables, timestamps, and pipeline comparisons with Delta Tables are covered.
Is this course beginner-friendly?
Yes. The course starts from basic SQL and gradually progresses to Azure ETL, Python, Databricks, and end-to-end real-time projects.
What job roles can I apply for after this ETL Developer training?
Yes. The course starts from basic SQL and gradually progresses to Azure ETL, Python, Databricks, and end-to-end real-time projects.
What training modes are available?
LIVE Online Training, Self-Paced Videos, Corporate Training, and Demo Sessions directly with the trainer.
Placement Partners
SQL SCHOOL
24x7 LIVE Online Server (Lab) with Real-time Databases.
Course includes ONE Real-time Project.
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- 100% Real-Time and Practical
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- 24/7 LIVE Server Access
- Realtime Project FAQs
- Course Completion Certificate
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