Packt
Data Engineering on AWS - The Complete Training Specialization

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Packt

Data Engineering on AWS - The Complete Training Specialization

Master Scalable Data Pipelines on AWS. Design pipelines, stream data, optimize queries, and visualize insights using AWS-native tools.

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Get in-depth knowledge of a subject
Intermediate level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Intermediate level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Design and deploy scalable AWS Glue ETL pipelines for structured and unstructured data

  • Implement real-time analytics using Amazon Kinesis and Amazon MSK

  • Optimize data warehouse solutions with Redshift and serverless querying using Athena

  • Build and orchestrate full-stack AWS data pipelines with EMR, Lake Formation, and Step Functions

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Taught in English
Recently updated!

December 2025

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Specialization - 3 course series

What you'll learn

  • Master how to use AWS Glue for ETL development and data transformation.

  • Learn to efficiently catalog, process, and manage large-scale datasets with AWS Glue.

  • Explore Amazon Redshift's architecture and optimize query performance for fast data analysis.

  • Gain hands-on experience with Redshift Spectrum and Serverless to enhance data scalability and flexibility.

Skills you'll gain

Category: Data Integration
Category: Database Architecture and Administration
Category: Serverless Computing
Category: Data Transformation
Category: Data Quality
Category: Performance Tuning

What you'll learn

  • Master the use of Amazon Kinesis and MSK for real-time data processing.

  • Set up and manage big data workloads using Amazon EMR efficiently.

  • Build secure, scalable data lakes using AWS Lake Formation.

  • Optimize and query large datasets using Amazon Athena.

Skills you'll gain

Category: Big Data
Category: AWS Identity and Access Management (IAM)
Category: Real Time Data
Category: Data Processing
Category: AWS Kinesis
Category: Scalability
Category: Apache Hive
Category: Amazon Redshift
Category: Data Pipelines
Category: Data Management
Category: Amazon S3
Category: Data Lakes
Category: Query Languages
Category: Apache Spark
Category: Apache Kafka
Category: Serverless Computing
Category: Apache Hadoop

What you'll learn

  • Design and automate data workflows using AWS Step Functions and Glue.

  • Visualize complex datasets interactively with Amazon QuickSight dashboards.

  • Migrate structured and unstructured data using AWS DMS, DataSync, and Snow Family.

  • Enhance analytics workflows with serverless services like Lambda, S3, and DynamoDB.

Skills you'll gain

Category: Data Strategy
Category: Dashboard
Category: Cloud Computing Architecture
Category: Data Validation
Category: Data Visualization Software
Category: Real Time Data
Category: Data Integration
Category: Cloud Storage
Category: Amazon Elastic Compute Cloud

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Instructor

Packt - Course Instructors
Packt
1,239 Courses296,477 learners

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