Intermediate Level

AWS GLUE Lambda Certification

★ 4.8 (300 learners) 60 hrs total 36 modules

AWS EC2 S3 IAM VPC Lambda +8 more

Only 8 seats left · Next batch starts 8 Aug 2026

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60 hrs: of content
36 modules: in curriculum
16 projects: hands-on builds
Intermediate: difficulty

Curriculum covers

Frameworks you'll master

14 tools & frameworks

AWS EC2 S3 IAM VPC Lambda CloudFormation ECS Amazon Bedrock Apache Spark PySpark Python AWS Glue Step Functions

Course Curriculum

36 modules · 60 hours · 24 live sessions

Introduction 1 sessions

AWS GLUE 101
What is ETL

GLUE Resources SetUp Part 1 – IAM, KMS, SNS 1 sessions

IAM 101 – Authentication, Authorization and Identities
IAM Lab Setting Up Users and User Group
IAM Lab Setting Up IAM Role
IAM 101 – Policies
KMS 101 And KMS Lab Setting Up KMS Key
AWS SNS 101
Create GlueJobRole

Core Components 1 sessions

Core Components: Overview
AWS Glue Data Catalog
Data Catalog: Database
Data Catalog: Tables
Crawler
AWS Glue Job

Getting Started 1 sessions

Getting Started: Overview
[Optional] Setting Up AWS Account
Setting Up IAM User and Role
Setting Up Source Data
Creating ETL Job in AWS Glue
Running and Validating ETL Job

GLUE Resources SetUp Part 2 – S3, AWS CLI, CloudFormation and CloudWatch 1 sessions

AWS S3 101
AWS CLI 101
Configuring AWS CLI using IAM User Credentials
AWS CloudFormation 101
Assignment: Create S3 Bucket awsgluedatasoupgluejob2source
Assignment Create S3 Bucket for GlueJob1 target

Creating Bucket and Uploading Data 1 sessions

Creating S3 Buckets
Uploading Data to S3 Buckets
Assignment 4: Upload city_temperature.csv file to bucket

Glue Resources SetUp – Glue Catalog, Crawler 1 sessions

AWS Glue Catalog 101
AWS Glue Crawler 101
AWS Glue Crawler Classifier 101
Crawler Lab First Glue Crawler Creation
First Glue Crawler Running
Crawler Lab Second Glue Crawler Creation
Crawler Lab Forth Glue Crawler Creation
Crawler Lab Fifth Glue Crawler Creation and Running
AWS Glue Job 101
Crawler Lab Third Glue Crawler Creation
AWS Glue Trigger 101
AWS Glue Workflow 101

Data Discovery 1 sessions

Data Catalog and Preparation: Overview
Crawler: Supported Data Stores
Glue Connection
Demo: AWS Glue Connection
Crawler: BuiltIn Classifiers
Crawler: Custom Classifiers
Table Partitions: Overview
Table Partitions Index: Overview
Demo: Table Partition Index: Part 1
Demo: Table Partitions Index: Part 2
Column Statistics: Overview
Demo: Column Statistics

Building ETL Jobs with Visual ETL 1 sessions

Building ETL Jobs: Overview
Visual ETL: Overview
Visual ETL: Features
Built In and Custom Transforms: Quick Note
Builtin Transforms
Demo: Custom Transform

Building ETL Jobs with Script Editor 1 sessions

AWS Glue Script Editor
Apache Spark API: Overview
AWS Glue Extensions: Overview
Demo: Build ETL with Script Editor Spark

Building ETL Jobs with Python Shell 1 sessions

Python Shell Job in AWS Glue
[Optional] Pandas 101
[Optional] AWS SDK for Python|Boto3 101
Demo: Building ETL Job for Python Shell

Building ETL Jobs with Interactive Sessions 1 sessions

Interactive Sessions: Section Overview
[optional] Jupyter Notebooks 101
Interactive Sessions Overview
Demo: Building ETL Jobs with Notebook
Demo: Building Jobs with Jupyter Notebook
Magic Commands

AWS GLUE Streaming Jon 1 sessions

AWS Glue Streaming Overview
Demo: AWS Glue Streaming Part 1
Demo: AWS Glue Streaming Part 2
Getting Ready for Glue Streaming Pipeline
Deploying Glue Streaming Job Infrastructure
Lab Creating Python Shell Glue Job for Stream Generation
Lab Creating Glue Streaming Loading Job
Lab Creating Glue Streaming Transforming Job
Recap Before Running All Three Glue Streaming Jobs
Running Glue Streaming Generator Job
Running Glue Streaming Transformation Job

Cloud Formation Templates 1 sessions

CloudFormation Templates 101
First Glue Pipeline CFN Templates
Second Glue Pipeline CFN Templates
Glue Job 345 CFN Template
Recap CFN Template Update
Upload CFN Templates to S3

First AWS GLUE Pipeline Creation 1 sessions

Overview
Getting Ready for Glue Pipeline Creation
Deploying Glue Pipeline Stack Using CloudFormation
CloudFormation Template Deployment Debugging
Analyzing Glue Job Script and Running the Job
Going Through the Log and Verifying Job Output

AWS GLUE Job Debugging 1 sessions

Fix Error Retrieving the Script
Fix Launch Error and Glue Argument Error
Fix Resource Policy Error Error Reading from Source Bucket
Fix Identity Policy Error Error Reading the Key
Workflow Running GlueJob2

AWS GLUE Data Quality 1 sessions

Data Quality 101
Setting Up Data Quality Rule Set
Glue Job with Data Quality Check
Running the Glue Job
Setting Up Glue Data Quality CloudWatch Metrics
Receiving Alerts for Data Quality Issues

AWS GLUE Data Brew 1 sessions

Data Brew 101
Create Datasource and Profile Data
Create Project and Review Data Profile Output
Create and Publish Recipe
Create Job by Using Published Recipe

Building ETL Jobs using Ray 1 sessions

What is Ray: An Overview
Enabling Ray with AWS Glue
Demo: Sample Ray Job using Script Editor
Demo: Sample Ray Job using Glue Studio Notebooks

Job Configuration 1 sessions

Configuration: Overview
Glue Versions
Glue Versions: Additional Notes
Configuring Properties for Spark Jobs
Configuring Properties for Python Shell Jobs
Configuring Properties for Ray Jobs
AWS CLI Notes
[Optional] AWS CLI 101
AWS CLI and AWS Glue
Job Parameters

Monitoring and Logging 1 sessions

Job Monitoring
Standard Metrics AWS Glue Spark Jobs
Observability Metrics AWS Glue Spark Jobs
Spark UI AWS Glue Spark Jobs
Logging AWS Glue Spark Jobs
Job Run Insights: AWS Glue Spark Jobs

Tools 1 sessions

Tools: Overview
AWS CLI and AWS Glue
[Optional] AWS CloudFormation 101
AWS CloudFormation and AWS Glue
AWS SDK and AWS Glue

Additional Concepts 1 sessions

AWS Glue Data Quality: Overview
Demo: Enabling Data Quality with Data Catalog
Demo: Enabling Data Quality with ETL Job
Job Bookmarks: Overview
Triggers: Overview
Amazon Q Data Integration

Best Practices 1 sessions

Best Practices: Performance
Best Practices: Cost Optimization

15 RealWorld Data Engineering (GLUE) Labs 1 sessions

Lab 1 : Batch Data Processing of music streams using Airflow & Redshift
Lab 2: Distributed music streams processing using Airflow, Spark & DynamoDB
Lab 3: ETL for Rental Apartments using Step Functions, AWS GLUE & Redshift
Lab 4: Build Datalake for Rental Vehicle Stores using EMR, S3 and Athena
Lab 5: Build Event Driven Pipelines for ECommerce using ECS and Step Functions
Lab 6: Build a Lakehouse for an ECommerce Store using ECS and Step Functions
Lab 7: Event Dirven Data Processing for Taxi Trips using Lambda and Kinesis
Lab 7: Process Mobile Network Logs in realtime using PySpark & Streamlit on ECS
Lab 8: Real Time Data Ingestion of Clickstreams using Kinesis Firehouse & Redshift
Lab 9: Build a Lakehouse on S3 for Commercial Flights Dataset
Lab 10: Offer Dynamic Discounts to ECommerce users using Real Time Events
Lab 11: Setup Realtime PySpark Streaming job for Spotify Songs Metrics

AWS Lambda – Basic Concepts (Part 1) 1 sessions

AWS Lambda – Basic Concepts
Evolution from Physical Servers to AWS Lambda
What is AWS Lambda & Use Cases
Lambda Console Walkthrough
Lambda Execution Role

Create S3, EC2 and DynamoDB using Lambda Python SDK boto3 1 sessions

AWS Lambda Basics – Boto3, Client and Resource, Lambda function handler
Create S3 Bucket with AWS Lambda and Boto3
Delete S3 Bucket with AWS Lambda and Boto3
List S3 Bucket with AWS Lambda and Boto3
AWS Lambda with EC2 (Create EC2, Start EC2 and Stop EC2)
AWS Lambda Automation Use Case Scenario EC2, Lambda and EventBridge
AWS Lambda with DynamoDB (Create DynamoDB Table and Put Items)

AWS Lambda – Basic Concepts (Part 2) 1 sessions

AWS Lambda Basic Concepts Part 2 Section Overview
AWS Lambda Invocation Model Theory
AWS Lambda Invocation Model HandsOn
Lambda Limits Timeout

Serverless Use Case 1 – Using S3, AWS Lambda and DynamoDB 1 sessions

Enterprise Use Case using S3, AWS Lambda and DynamoDB – Part 1
Enterprise Use Case using S3, AWS Lambda and DynamoDB – Part 2

AWS API Gateway – Overview 1 sessions

API Gateway Overview, API Types, API Endpoint Types
API Gateway Resources, Methods and Integration Types
API Gateway Deployment, API Stages, API Keys and Usage Plans
API Gateway Authentication and Authorization Methods
API Gateway Private API's and Private Integration

Serverless Use Case 2 – API Gateway, Lambda and S3, API Keys and Usage Plans 1 sessions

Serverless Enterprise Use Case 2 Architecture (API Gateway, AWS Lambda and S3)
S3, Lambda and API Gateway Part 1
S3, Lambda and API Gateway with Query String Parameters Part 2
API Keys and Usage Plan Theory
API Keys and Usage Plan – HandsOn

API Security – Securing APIs with AWS Lambda Authorizer & Cognito Authorizer 1 sessions

Securing API's using AWS Lambda Authorizer Theory
Securing API's using AWS Lambda Authorizer Handson
Securing API's using AWS Cognito Authorizer Theory
Securing API's using AWS Cognito Authorizer Hands On

AWS Generative AI – AWS Bedrock, API Gateway and AWS Lambda 1 sessions

Generative AI Use Case and Architecture
Generative AI AWS Bedrock Overview
Generative AI AWS Lambda Prerequisites
Generative AI Write AWS Lambda Function to access Bedrock
Generative AI Create REST API using API Gateway to access Bedrock
Generative AI End to End Demo

AWS Lambda – Advanced Concepts 1 sessions

AWS Lambda Advanced Concepts Section Overview
Lambda Execution and Concurrency
Lambda Reserved and Provisioned Concurrency
Lambda Limits Memory
Lambda VPC Networking Configuration
Lambda VPC Networking Configuration HandsOn
Lambda Monitoring CloudWatch Metrics
Lambda Monitoring CloudWatch Metrics HandsOn
Lambda Monitoring CloudWatch Logs
Lambda Monitoring CloudWatch Logs HandsOn
Lambda Versions
Lambda Aliases
Lambda Environment Variables

AWS Cloud Development Kit V2 – API Gateway, Lambda, S3 1 sessions

Introduction to AWS Cloud Development Kit (CDK)
AWS CDK v2 Prerequisites
Implementing Serverless Use Case 2 using AWS CDK v2
AWS CDK Create S3 bucket using AWS CDK v2
AWS CDK Create IAM Role using AWS CDK v2
AWS CDK Create Lambda using AWS CDK v2
AWS CDK Create API Gateway using AWS CDK v2

AWS Cloud Formation – API Gateway, Lambda, S3 1 sessions

AWS CloudFormation Basics
AWS CloudFormation Serverless Architecture API Gateway, AWS Lambda and S3
AWS CloudFormation S3 Bucket
AWS CloudFormation Lambda Execution Role
AWS CloudFormation AWS Lambda
AWS CloudFormation REST API and API Resources
AWS CloudFormation API Method and API Deployment
AWS CloudFormation Lambda Invoke Permission
AWS CloudFormation End to End Demo
AWS CloudFormation End to End with Parameters Section
AWS CloudFormation End to End with Metadata and Parameters Section

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Available Batches
Batch Type	Schedule	Duration	Next Start Date	Availability
Weekend	Sat & Sun, 10am–1pm	10 weeks	8 Aug 2026	Available
Weekday	Mon–Fri, 7–9pm	8 weeks	10 Aug 2026	Available
Fast-track	Mon–Sun, 6 hours/day	2 weeks	17 Aug 2026	Available

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