{"id":4900,"date":"2025-10-27T11:37:28","date_gmt":"2025-10-27T11:37:28","guid":{"rendered":"https:\/\/omxwebsites.com\/gammatica\/?page_id=4900"},"modified":"2025-11-07T05:51:49","modified_gmt":"2025-11-07T05:51:49","slug":"aws-data-engineering-analytics","status":"publish","type":"page","link":"https:\/\/omxwebsites.com\/gammatica\/aws-data-engineering-analytics\/","title":{"rendered":"AWS Data Engineering & Analytics"},"content":{"rendered":"\t\t
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AWS Data Engineering & Analytics<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Learning Format<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Total training duration<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Syllabus<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Certification<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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AWS Data Engineering & Analytics<\/h2>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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This course focuses on building and managing data pipelines and analytics solutions using AWS services. Learners will work with AWS Glue, Redshift, S3, Lambda, Kinesis, and Athena<\/strong> to collect, process, and analyze large datasets. The program covers data warehousing, ETL workflows, and real-time analytics on the AWS cloud.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

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Syllabus Summary<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Data Lakes with S3<\/strong><\/p>

  • Data Lake Concepts & Architecture<\/li>
  • Partitioning, Versioning, Lifecycle Rules<\/li>
  • Data Ingestion Patterns (Batch vs Streaming)<\/li>
  • Hands-on: Create S3 Data Lake<\/li>
  • Assignment<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t
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    AWS Glue ETL<\/strong><\/p>

    • Crawlers, Catalogs, Schema Detection<\/li>
    • ETL Jobs in PySpark<\/li>
    • Schema Evolution & Partitions<\/li>
    • Hands-on: Raw \u2192 Curated ETL Pipeline<\/li>
    • Assignment<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t
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      Amazon Redshift<\/strong><\/p>

      • Cluster Setup & Node Types<\/li>
      • COPY\/UNLOAD Commands<\/li>
      • Redshift Spectrum with S3<\/li>
      • Hands-on: Create Data Warehouse & Load Data<\/li>
      • Assignment<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t
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        Real-Time Streaming with Kinesis<\/strong><\/p>

        • Kinesis Streams<\/li>
        • Kinesis Firehose Delivery to S3\/Redshift<\/li>
        • Kinesis Analytics SQL Queries<\/li>
        • Hands-on: Real-Time Pipeline (Kinesis \u2192 Redshift)<\/li>
        • Assignment<\/li>
        • Mock Interview 1<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t
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          Serverless Analytics with Athena<\/strong><\/p>

          • Query S3 Data with Athena<\/li>
          • Integrate with Glue Catalog<\/li>
          • Cost Optimization<\/li>
          • Hands-on: Query JSON\/CSV logs from S3<\/li>
          • Assignment<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t
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            Visualization with QuickSight<\/strong><\/p>

            • Data Sources, Datasets<\/li>
            • Dashboard Creation<\/li>
            • Integration with Redshift & Athena<\/li>
            • Hands-on: Sales Dashboard<\/li>
            • Assignment<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t
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              Big Data with EMR<\/strong><\/p>

              • EMR Cluster Setup<\/li>
              • Spark & Hive Jobs<\/li>
              • EMR-S3 Integration<\/li>
              • Hands-on: Large Dataset Processing<\/li>
              • Assignment<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t\t
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                Capstone Project & Interview Preparation<\/strong><\/p>

                • Project: Real-time ETL pipeline (Kinesis \u2192 S3 \u2192 Glue \u2192 Redshift \u2192 QuickSight Dashboard)<\/li>
                • Resume Preparation for AWS Data Engineer Role<\/li>
                • Assignment<\/li>
                • Mock Interview 2<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/details>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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                  Course Summary<\/h2>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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                  \n\t\t\t\t\t\tTech & Non-Tech Working professional, Freshers, Graduate from any domain.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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                  \n\t\t\t\t\t\tGet your queries solved with daily dedicated doubts solving sessions.\n\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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                  \n\t\t\t\t\t\tExperts and trainer for top-tech companies.\n\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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                  \n\t\t\t\t\t\t10+ ISO Globally recognized certified\n\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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                  \n\t\t\t\t\t\t100% Live Learning with experienced instructors and hands-on sessions.\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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                  \n\t\t\t\t\t\tGet practical experience with real-world projects for a career in analytics.\n\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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                  Certification<\/h2>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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                  \n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

                  AWS Data Engineering & Analytics Learning Format Online mode Total training duration 120 hrs (3 months) Syllabus 8 weeks Certification Yes AWS Data Engineering & Analytics This course focuses on building and managing data pipelines and analytics solutions using AWS services. Learners will work with AWS Glue, Redshift, S3, Lambda, Kinesis, and Athena to collect, process, and analyze large datasets. The program covers data warehousing, ETL workflows, and real-time analytics on the AWS cloud. Enroll Now Syllabus Summary Week 1 Data Lakes with S3 Data Lake Concepts & Architecture Partitioning, Versioning, Lifecycle Rules Data Ingestion Patterns (Batch vs Streaming) Hands-on: Create S3 Data Lake Assignment Week 2 AWS Glue ETL Crawlers, Catalogs, Schema Detection ETL Jobs in PySpark Schema Evolution & Partitions Hands-on: Raw \u2192 Curated ETL Pipeline Assignment Week 3 Amazon Redshift Cluster Setup & Node Types COPY\/UNLOAD Commands Redshift Spectrum with S3 Hands-on: Create Data Warehouse & Load Data Assignment Week 4 Real-Time Streaming with Kinesis Kinesis Streams Kinesis Firehose Delivery to S3\/Redshift Kinesis Analytics SQL Queries Hands-on: Real-Time Pipeline (Kinesis \u2192 Redshift) Assignment Mock Interview 1 Week 5 Serverless Analytics with Athena Query S3 Data with Athena Integrate with Glue Catalog Cost Optimization Hands-on: Query JSON\/CSV logs from S3 Assignment Week 6 Visualization with QuickSight Data Sources, Datasets Dashboard Creation Integration with Redshift & Athena Hands-on: Sales Dashboard Assignment Week 7 Big Data with EMR EMR Cluster Setup Spark & Hive Jobs EMR-S3 Integration Hands-on: Large Dataset Processing Assignment Week 8 Capstone Project & Interview Preparation Project: Real-time ETL pipeline (Kinesis \u2192 S3 \u2192 Glue \u2192 Redshift \u2192 QuickSight Dashboard) Resume Preparation for AWS Data Engineer Role Assignment Mock Interview 2 Data Lakes with S3 Data Lake Concepts & Architecture Partitioning, Versioning, Lifecycle Rules Data Ingestion Patterns (Batch vs Streaming) Hands-on: Create S3 Data Lake Assignment AWS Glue ETL Crawlers, Catalogs, Schema Detection ETL Jobs in PySpark Schema Evolution & Partitions Hands-on: Raw \u2192 Curated ETL Pipeline Assignment Amazon Redshift Cluster Setup & Node Types COPY\/UNLOAD Commands Redshift Spectrum with S3 Hands-on: Create Data Warehouse & Load Data Assignment Real-Time Streaming with Kinesis Kinesis Streams Kinesis Firehose Delivery to S3\/Redshift Kinesis Analytics SQL Queries Hands-on: Real-Time Pipeline (Kinesis \u2192 Redshift) Assignment Mock Interview 1 Serverless Analytics with Athena Query S3 Data with Athena Integrate with Glue Catalog Cost Optimization Hands-on: Query JSON\/CSV logs from S3 Assignment Visualization with QuickSight Data Sources, Datasets Dashboard Creation Integration with Redshift & Athena Hands-on: Sales Dashboard Assignment Big Data with EMR EMR Cluster Setup Spark & Hive Jobs EMR-S3 Integration Hands-on: Large Dataset Processing Assignment Capstone Project & Interview Preparation Project: Real-time ETL pipeline (Kinesis \u2192 S3 \u2192 Glue \u2192 Redshift \u2192 QuickSight Dashboard) Resume Preparation for AWS Data Engineer Role Assignment Mock Interview 2 Course Summary Eligibility Tech & Non-Tech Working professional, Freshers, Graduate from any domain. Live Doubt Solving Get your queries solved with daily dedicated doubts solving sessions. Instructor Experts and trainer for top-tech companies. Certification 10+ ISO Globally recognized certified Mode of Learning 100% Live Learning with experienced instructors and hands-on sessions. Real time projects Get practical experience with real-world projects for a career in analytics. Certification<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_canvas","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"","ast-site-content-layout":"full-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-4900","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/omxwebsites.com\/gammatica\/wp-json\/wp\/v2\/pages\/4900","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/omxwebsites.com\/gammatica\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/omxwebsites.com\/gammatica\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/omxwebsites.com\/gammatica\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/omxwebsites.com\/gammatica\/wp-json\/wp\/v2\/comments?post=4900"}],"version-history":[{"count":16,"href":"https:\/\/omxwebsites.com\/gammatica\/wp-json\/wp\/v2\/pages\/4900\/revisions"}],"predecessor-version":[{"id":7814,"href":"https:\/\/omxwebsites.com\/gammatica\/wp-json\/wp\/v2\/pages\/4900\/revisions\/7814"}],"wp:attachment":[{"href":"https:\/\/omxwebsites.com\/gammatica\/wp-json\/wp\/v2\/media?parent=4900"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}