Best AWS Data Engineering Online Course in Ameerpet
                     End-to-End Cloud Data 
Engineering on AWS
 Focuses on building scalable cloud-based data 
systems
 AWS provides services for the entire data lifecycle
 Supports batch, streaming, and real-time analytics
 Uses managed and serverless cloud services
 Enables faster business insights
+91-
7032290546
Data Sources and 
Ingestion
 Data comes from apps, databases, APIs, and IoT 
devices
 Amazon S3 acts as the raw data landing zone
 AWS Glue crawlers discover and catalog data
 Amazon Kinesis enables real-time ingestion
 AWS DMS migrates and replicates databases
+91-
7032290546
Data Lake and Storage 
Layer
 Amazon S3 forms the core of the data lake
 Stores structured and unstructured data
 Highly durable and cost-efficient storage
 Data organized into raw, processed, curated zones
 Integrates with analytics tools
+91-
7032290546
Data Processing and 
Transformation
 AWS Glue performs serverless ETL processing
 Apache Spark handles large-scale transformations
 AWS Lambda supports event-driven processing
 Amazon EMR processes big data workloads
 Ensures analytics-ready datasets
+91-
7032290546
Workflow Orchestration
 AWS Step Functions manage complex workflows
 Glue workflows define ETL dependencies
 Event-based triggers automate pipelines
 Retries and alerts handle failures
 Improves pipeline reliability
+91-
7032290546
Analytics and Query Layer
 Amazon Athena queries data directly on S3
 Amazon Redshift enables large-scale analytics
 Redshift Spectrum queries lake and warehouse
 Integrates with BI and reporting tools
 Supports fast business insights
+91-
7032290546
Security and Cost 
Optimization
 IAM controls secure data access
 Encryption protects data at rest and transit
 Glue Data Catalog manages metadata
 Partitioning reduces query costs
 Pay-as-you-go pricing controls expenses
+91-
7032290546
Benefits of End-to-End 
AWS Architecture
 Highly scalable and fault-tolerant pipelines
 Supports batch and real-time analytics
 Reduces infrastructure management effort
 Accelerates time-to-insight
 Ideal for modern data engineering teams
+91-
7032290546
Contact
AWS Data Engineering
Address:- Flat no: 205, 2nd Floor, Nilgiri Block, 
Aditya Enclave, Ameerpet, Hyderabad-1 
 Ph. No: +91-7032290546 
 Visit: www.visualpath.in 
 E-Mail: [email protected]
+91-
7032290546
THANK YOU
                         Visit: www.visualpath.in
+91-
7032290546