Learn the Complete Roadmap of AWS Data Engineering in Our Free 2-Hour Masterclass!

Dive Deep into Data Engineering, Delta Lake Fundamentals, Task Orchestration, Performance Optimization, and Advanced Lakehouse Architecture in this Comprehensive Course!

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2 hours

Zoom Live

31st Oct, 2025

8:30 PM

This course is ideal for individuals who:

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Modules covered in this AWS Data Engineering

Day 1
Introduction to Cloud and AWS Basics
  • Introduction to Cloud Computing
  • Basics of AWS Serverless Architecture
  • Introduction to Data Engineering using AWS Services
Day 2
OLAP, OLTP, and Data Warehousing
  • OLAP vs. OLTP
  • Popular Data Warehouses
Day 3
EC2, IAM, and Networking Basics
  • Basic EC2 & Linux VM Types Overview
  • Create IAM User and Role for Data Engineering
  • VPC & Security Group Configuration
Day 4
Data Lake Setup and Storage on AWS
  • Data Lake & Other Storage Options
  • Setting up Sample Data on Amazon S3
Day 5
Introduction to Spark Architecture
  • Understanding Spark Architecture Basics
Day 6
RDD and DataFrame Foundations
  • RDD and DataFrame Foundations
Day 7
Exploring Spark APIs
  • Exploring DataFrame Spark API and Data Source Spark API
Day 8
Working with File Formats in Spark
  • Reading and Processing CSV, JSON, Parquet Files with Spark
Day 9
Introduction to AWS Glue
  • AWS Glue - Architecture Overview
  • Writing AWS Glue Job Scripts and Properties
Day 10
PySpark Transformations and DAG
  • Common Transformation Techniques in PySpark
  • Deep Dive into Transformations and Actions in PySpark
  • Directed Acyclic Graphs (DAG)
Day 11
Partitioning Data in Spark
  • Partition Techniques in Spark
Day 12
Handling Complex JSON and Struct Data Types
  • Handling Complex JSON and Struct Data Types
Day 13
AWS Glue and Secrets Management
  • AWS Glue and AWS Secret Manager
Day 14
Mastering UDFs in Spark
  • Understanding and Creating UDFs (User-Defined Functions)
Day 15
AWS Glue Data Catalog
  • Using AWS Glue - Data Catalog and Databases
Day 16
Amazon RDS and Glue Integration
  • Overview of Amazon RDS MySQL Management & Connectivity
  • AWS Glue Connect to Amazon RDS MySQL
Day 17
Introduction to NoSQL and DynamoDB
  • NoSQL Database Basics
  • AWS Glue & DynamoDB Integration
Day 18
Building Data Catalogs with Athena
  • Developing Data Catalog with AWS Athena
  • Athena Create Table by Crawler
Day 19
Advanced Athena Queries
  • AWS Athena - Data Types and DDL Statements
Day 20
Hive Catalog and Delta Lake Basics
  • Hive Catalog and Delta Lake
Day 21
Delta Lake Table Operations
  • Table Manipulation with Delta Lake and Delta Table
Day 22
Spark UI and Performance Monitoring
  • Spark UI for Performance Monitoring
Day 23
Advanced AWS Glue Configurations
  • Developing AWS Glue Jobs with Advanced Network Configuration
Day 24
Spark Optimization Techniques
  • Spark Optimization Techniques
  • Adaptive Query Execution
Day 25
Addressing Data Skew in Spark
  • Addressing Data Skew and Salting in Spark
Day 26
Building AWS Lambda Functions
  • Building a Lambda Function
Day 27
Lambda with Amazon S3
  • AWS Lambda Function with Amazon S3
Day 28
Lambda with DynamoDB and SNS
  • Lambda Function with Amazon DynamoDB
  • Lambda Function with Amazon SNS
Day 29
Implementing Slowly Changing Dimensions (SCD)
  • SCD Implementation
Day 30
Mastering Medallion Architecture
  • Medallion Architecture

The Ultimate Guide for Azure Data Engineering is crafted just for you!

If that sounds enticing and you aspire to become
a proficient Data Engineer, then

Some of the tools you will learn

Meet your mentor

velmurugan

Velmurugan M.S

Data Architect

Velmurugan M.S is a data professional with 15+ years of experience, including 8 years in big data technologies like Apache Spark, Databricks, and Hadoop. He specializes in designing data lakes and ELT processes using Databricks, AWS, and Azure. Currently a freelancer, Velmurugan has previously worked with IBM, Cognizant, and HP, excelling in optimizing Databricks architectures for performance and scalability.

Don't take our word for it.

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Soumya Parida

Current Company Name : Ltimindtree
★★★★★

Velmurugan is a very nice tutor and very well equipped with bigdata technologies like Hadoop, python, pyspark, sql, AWS and azure services. Previously I was into support environment,but with his help I transitioned my career into data engineering domain with a decent salary hike. He not only cleared the concepts but also used to give me realtime scenarios which helped me a lot in cracking the interviews. So would highly recommend everyone to attend his training who want to transition their career in data engineering domain.

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Paramjit Singh

Course : AWS Data Engineering & Databricks Certified data engineer associate
★★★★★

Velmurugan sir ability to break down complex concepts into simpler, easy-to-understand explanations is remarkable. He guided me step by step, ensuring I had a solid grasp of both foundational and advanced topics. His mentorship was instrumental in helping me clear the Databricks certification, which had been a major goal for me.
What sets him apart is his hands-on approach to teaching. He didn’t just prepare me for the certification but also helped me address real production challenges with actionable solutions. His insights and practical tips have had a lasting impact on my ability to troubleshoot and optimize data engineering workflows.

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Kirti Sharma

★★★★★

Learning from Velmurugan was an incredible experience. His deep knowledge of AWS Glue, Spark, and Databricks is matched by his ability to teach in a way that makes even the most complex topics approachable. I’m extremely grateful for his mentorship and would highly recommend him to anyone aspiring to grow in the fields of data engineering or cloud technologies. Velmurugan’s commitment to his students' success truly sets him apart.

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Bonny Joseph

Current Company Name : Amazon (Seattle, Washington, United States)
★★★★★

Vel did an excellent job of teaching all the foundational concepts before diving into hands-on work. He ensured I became proficient with modern data engineering tools, which have been incredibly helpful in my current role.

User Icon

Sarangan Subramaniam

Current Company Name : Expleo United Kingdom
★★★★★

Velmurugan is a very nice tutor and very well equipped with bigdata technologies like Hadoop,python, pyspark,sql,AWS and azure services.Previously I was into support environment,but with his help I transitioned my career into data engineering domain with a decent salary hike.He not only cleared the concepts but also used to give me realtime scenarios which helped me a lot in cracking the interviews.So would highly recommend everyone to attend his training who want to transition their career in data engineering domain.Velmurugan is a very nice tutor and very well equipped with bigdata technologies like Hadoop,python, pyspark,sql,AWS and azure services.Previously I was into support environment,but with his help I transitioned my career into data engineering domain with a decent salary hike.He not only cleared the concepts but also used to give me realtime scenarios which helped me a lot in cracking the interviews. So would highly recommend everyone to attend his training who want to transition their career in data engineering domain.

Attain Recognition with the Certificate of Course Completion

Upon completing the course, you will receive a certificate—an impactful addition to your LinkedIn profile that can capture the interest of our hiring partners and prominent big data companies.

Grab the course, and get ready for...

Most Popular plan

₹ 23,000 ₹ 20,000 /-

Instructor-led live sessions

Popular plan

₹ 11,999 ₹ 8,999 /-

On-Demand Recorded sessions

Most Popular plan
₹ 23,000
₹ 20,000 /-
Instructor-led live sessions
  • Comprehensive Curriculum Coverage
  • Access to All Session Recordings
  • Certificate of Completion
  • Lifetime Access Granted
  • 3 Real-World Projects Included
  • Engage with a WhatsApp Community
  • Live Compact and Interactive Batches
  • Certification Support Available
  • Live Q&A Sessions
  • Career Guidance Provided
  • Live and Practical Classes
  • Support for AWS Certification
  • Instant Doubt Resolution
  • On Call Job Tips
  • Global Job Tips
  • On Resume Building Assistance
  • Insider Tips for Package Negotiation
  • Mock Interviews for Preparation
Enroll Now →
Popular plan
₹ 11,999
₹ 8,999 /-
On-Demand Recorded sessions
  • Comprehensive Curriculum Coverage
  • Access to All Session Recordings
  • Certificate of Completion
  • Lifetime Access Granted
  • 3 Real-World Projects Included
  • Engage with a WhatsApp Community
  • Live Doubt Sessions
  • Interview Questions
  • Live Compact and Interactive Batches
  • Live and Practical Classes
  • Instant Doubt Resolution
  • On Call Job Tips
  • Global Job Tips
  • On Resume Building Assistance
  • Insider Tips for Package Negotiation
  • Mock Interviews for Preparation
Enroll Now →

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We provide extensive assistance to our students. Our customer support team is here to assist you with any technical issues, while our instructors can be reached via discussion forums and email

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Certainly, even after completing the course, you will retain access to the course materials. This enables you to revisit the content at your leisure and stay informed about industry developments.

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Our courses are crafted to equip students with the necessary knowledge for pertinent certifications in Azure and data technologies. Refer to the course description for specifics on the certifications included.

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Further Learning Opportunities

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Master Snowflake in 10 practical modules. Learn its architecture, administration, data modeling, and query optimization. Apply real-world projects to boost your Data Engineering career.

8 weeks | Intermediate to Professional level | 6 modules, 2 Projects

Dive Deep into Data Engineering, Delta Lake Fundamentals, Task Orchestration, Performance Optimization, and Advanced Lakehouse Architecture in this Comprehensive Course!