DATA WAREHOUSING | BI

★★★★★

(2,095 ratings) 50,000+ Student

AWS GLUE

AWS Glue Training is designed for data engineers, ETL developers & cloud professionals who want to master serverless data integration & transformation on AWS. This training covers ETL development, job orchestration & data lake integration using AWS Glue, from basic to advanced concepts. It is essential for those aiming to build scalable, automated & cost-effective data pipelines to support modern analytics & big data solutions in the AWS ecosystem.

Radical Technologies

50,000+ English 30 hours Weekdays / Weekends Classroom / Online / Corporate

Online / Classroom

AWS GLUE

IT Training Programme

Duration 30 hours

Batch Type Weekdays / Weekends

Mode of Training Classroom / Online / Corporate

Locations Pune, Bangalore, Kochi

Language English

Certification Globally Recognized

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100% placement assistance

What you'll learn

Understand core concepts and architecture from the ground up

Get hands-on with the tools used by working professionals

Build real-world projects you can add to your portfolio

Learn industry best practices and coding standards

Practice with real datasets and real-world scenarios

Prepare for certification and technical interviews

Work on collaborative, team-based exercises

Apply performance tuning and optimization techniques

Understand how the technology fits into a larger ecosystem

Complete assignments reviewed by mentors

Programme Overview

12 sections covering the complete curriculum — a single, progressive learning arc.

30 hours

Training Duration

Core Modules

Total Lessons

4.4★

Average Rating

50K+

Students Trained

Foundations & Core Concepts

Get hands-on with the fundamentals and architecture — the building blocks for everything that follows.

Fundamentals Architecture Setup

Hands-On Practical Training

Work through real exercises and assignments designed to mirror what you will do on the job.

Practicals Assignments Labs

Real-World Projects

Apply what you have learned to end-to-end projects that go straight into your portfolio.

Projects Portfolio Case Studies

Advanced Techniques

Go beyond the basics with advanced concepts, integrations and production-grade practices.

Advanced Integration Best Practices

Ecosystem Integration

Understand how this technology connects with the broader tools and platforms used in the industry.

Ecosystem Tools Platforms

Performance & Interview Prep

Master optimization techniques and prepare for the technical interview questions employers actually ask.

Optimization Interview Prep Certification

Who is this programme for?

Whether you're already writing code, working with data, or supporting applications today — this programme is built to take you into a DATA WAREHOUSING | BI role.

Software Developers

Engineers who want to add this skill set to their toolkit

Analysts & Consultants

Professionals moving into a more technical, hands-on role

IT Professionals

System admins and support engineers upskilling into a new domain

Fresh Graduates

CS/IT graduates aiming for a job-ready technical role

Course Curriculum

12 sections • 65 lessons • 30 hours

Jump to Section

Total Duration

30 hours

100% Practical · Unlimited Doubt Sessions

01 Module 1: Introduction to AWS Glue

• What is AWS Glue? Use Cases

• Glue Architecture & Components Overview

• Comparison with other ETL services (e.g., Data Pipeline, EMR)

• Glue vs Lambda vs Step Functions for ETL

Hands-on:

›• Explore AWS Glue Console and understand regions & pricing

02 Module 2: Data Catalog

• Glue Data Catalog Overview

• Crawlers and their Configuration

• Classifiers and Custom Classifiers

• Table Metadata and Partitions

• Glue Data Catalog Integration with Athena, Redshift, EMR

Hands-on:

›• Create Glue Crawlers to catalog S3 data
›• Query data using Athena via Glue Catalog

03 Module 3: Glue Jobs – Python & Spark ETL

• Glue Job Types (Spark, Python Shell, Ray)

• Glue DynamicFrame vs Spark DataFrame

• Connection to RDS, Redshift, S3

• Reading, Writing & Transforming data

• Bookmarking and Job Parameters

• Glue Job Bookmarks and Checkpoints

Hands-on:

›• Create a Glue Spark Job to transform JSON to Parquet
›• Load data from S3 to Redshift using Glue Job

04 Module 4: Glue Studio (No-Code/Low-Code Development)

• Introduction to Glue Studio Interface

• Visual Job Creation

• Adding and Testing Transforms

• Monitoring Job Execution & Logs

Hands-on:

›• Build an ETL pipeline using Glue Studio without writing code

05 Module 5: Job Orchestration & Triggers

• Creating Triggers (On-Demand, Scheduled, Conditional)

• Job Dependencies and Event Triggers

• Integration with Step Functions

Hands-on:

›• Chain multiple Glue jobs using conditional triggers
›• Set up a Step Function to run jobs in sequence

06 Module 6: Glue DataBrew (Data Wrangling without Code)

• What is AWS Glue DataBrew?

• Creating Projects and Recipes

• Visualizing and Cleaning Data

• Exporting Cleaned Data to S3/Redshift

Hands-on:

›• Clean CSV file using Glue DataBrew (null removal, column cleanup)

07 Module 7: Glue Security & Access Control

• IAM Roles and Policies for Glue

• Encrypting data at rest and in transit

• VPC Endpoints and Glue Networking

• Data Classification for DLP

Hands-on:

›• Assign IAM role for S3 access to Glue
›• Configure KMS encryption for Glue jobs

08 Module 8: Monitoring, Logging & Optimization

• Job Metrics and Logs (CloudWatch)

• Debugging Errors in Jobs

• Optimizing Job Execution (Worker Types, DPUs, Retry Policies)

• Cost Optimization Strategies

Hands-on:

›• Enable CloudWatch logs and alerts for failed jobs
›• Tune Glue job for large file batch processing

09 Module 9: Advanced Use Cases & Integration

• Partitioning Strategies and Incremental Loads

• Handling Semi-structured Data (JSON, XML)

• Glue with AWS Lake Formation

• Glue with S3 Event Notification

• Glue + Redshift + Athena Pipelines

10 Capstone Project

Project Scenario:

›Design a serverless ETL pipeline using AWS Glue that:
›• Crawls and catalogs raw CSV logs from S3
›• Cleans and transforms the data into Parquet
›• Loads it into Redshift for reporting
›• Triggers the ETL job daily via schedule
›• Includes monitoring, logging, and failure notifications

11 Tools & Technologies Covered

• AWS Glue (Jobs, Catalog, Studio, DataBrew)

• S3, Redshift, Athena, RDS

• AWS IAM, CloudWatch, Step Functions

• Python (PySpark in Glue Jobs)

12 Optional Add-Ons

• Glue + Lake Formation Integration

• Glue + DMS for CDC (Change Data Capture)

• Build ETL using Glue + Apache Hudi or Iceberg

Tools & Technologies

Every tool listed here is installed, configured and used in a hands-on lab session.

Core Tools

Hands-On Labs

Practical Environment

Industry-Standard Tools

Real-World Setup

Guided Exercises

Skill Building

Sample Datasets

Practice Material

Practice & Projects

Mini Projects

Applied Practice

Assignments

Mentor Reviewed

Doubt Sessions

Live Support

Career Readiness

Resume Building

Career Support

Mock Interviews

Interview Prep

Certification Prep

Global Recognition

Deployment & Delivery

Production Practices

Real-World Ready

Best Practices

Industry Standards

65+

Hands-On Lessons

Core Modules

30 hours

Training Duration

100%

Practical Training

You don't just learn AWS GLUE. You ship it.

Three major projects, each mirroring how production teams actually work — from guided foundations to a portfolio-ready capstone.

PROJECT // 01

Guided Foundation Project

→Requirement Analysis

→Guided Implementation

→Mentor Review

→Iteration

Foundation Beginner

Apply the fundamentals in a structured, mentor-reviewed project

Take the core concepts from the first half of the curriculum and apply them to a realistic scenario, with guidance and feedback from your mentor at every step.

Structured project brief

Step-by-step implementation

Mentor feedback and review

Documented outcome

Stack Core Concepts Best Practices

PROJECT // 02

Applied Practice Project

→Scenario Design

→Independent Build

→Testing & Validation

→Peer Review

Applied Intermediate

Build a more independent project mirroring real production scenarios

Work through a project that combines multiple concepts from the curriculum, closer to how work is actually structured on the job — less hand-holding, more ownership.

End-to-end implementation

Testing and validation

Documentation

Peer/mentor review

Stack Applied Skills Testing

PROJECT // 03

Capstone Project

→Planning

→End-to-End Build

→Review & Refinement

→Presentation

Capstone Advanced

Take a project from requirements to a polished, portfolio-ready deliverable

Your final project — plan, build, test and present a complete solution using everything covered in the curriculum, reviewed by mentors before you graduate.

Complete working solution

Presentation-ready documentation

Mentor sign-off

Portfolio-ready deliverable

Stack Full Curriculum Portfolio

All 3 projects go directly into your portfolio & resume — reviewed by mentors before you graduate.

See Sample Project Reports

Upcoming Batches

No upcoming batches scheduled right now. Enquire to get notified.

Why Radical Technologies

Live Online Training

Highly practical oriented training
Installation support on your system
24/7 Email and Phone support
100% Placement Assistance
Global Certification Preparation
Trainer-Student Interactive Portal
Assignments and Projects by Mentors

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Live Classroom Training

Weekend / Weekdays / Morning / Evening batches
80:20 Practical and Theory ratio
Real-life Case Studies
Easy make-up for missed sessions
PSI | Kryterion | Redhat Test Centers
Lifetime Video Classroom Access (coming soon)
Resume Prep and Mock Interviews

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Self-Paced Training

Learn 300+ courses at your own time
50,000+ Satisfied Learners
Course Completion Certificate
Practical Labs available
Mentor Support available
Doubt Clearing Session available
10% Discounted Global Certification

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Global Certification

Radical Technologies is the leading IT certification institute in Pune, offering globally recognized certifications across various domains. With expert trainers and comprehensive materials, we ensure students gain in-depth knowledge and hands-on experience to excel in their careers. Our certification programs are tailored to meet industry standards — from cloud technologies to data science — empowering individuals to stay ahead in the ever-evolving tech landscape.

Career Services

At Radical Technologies, we are committed to your success beyond the classroom. Our 100% Job Assistance program ensures that you are not only equipped with industry-relevant skills but also guided through the job placement process. With personalised resume building, interview preparation, and access to our extensive network of hiring partners, we help you take the next step confidently into your IT career.