{"id":5917,"date":"2025-10-30T04:45:48","date_gmt":"2025-10-30T04:45:48","guid":{"rendered":"https:\/\/omxwebsites.com\/gammatica\/?page_id=5917"},"modified":"2025-11-03T06:47:46","modified_gmt":"2025-11-03T06:47:46","slug":"python-for-data-engineering","status":"publish","type":"page","link":"https:\/\/omxwebsites.com\/gammatica\/python-for-data-engineering\/","title":{"rendered":"Python for Data Engineering"},"content":{"rendered":"\t\t
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Python for Data Engineering<\/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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Live Online \/ Classroom<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Total training duration<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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120 hrs<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Syllabus<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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12 weeks<\/p>\t\t\t\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
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Python for Data Engineering<\/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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Python for Data Engineering<\/strong> focuses on using Python to collect, process, and manage large datasets efficiently. It involves working with libraries like Pandas<\/strong>, NumPy<\/strong>, and PySpark<\/strong> for data manipulation and transformation. Data engineers use Python scripts to automate ETL (Extract, Transform, Load) pipelines and integrate data from multiple sources such as APIs and databases. Tools like Airflow<\/strong> and SQLAlchemy<\/strong> help in workflow automation and data management.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t

\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tEnroll Now<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Syllabus Summary<\/h2>\t\t\t\t<\/div>\n\t\t\t\t
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Week 1 <\/div><\/span>\n\t\t\t\t\t\t\t\n\t\t\t<\/path><\/svg><\/span>\n\t\t\t<\/path><\/svg><\/span>\n\t\t<\/span>\n\n\t\t\t\t\t\t<\/summary>\n\t\t\t\t
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  • ETL basics<\/li>
  • Assignment \u2192 Parse CSV \u2192 JSON<\/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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    • \u00a0SQL basics- DB connection<\/li>
    • Assignment \u2192 CRUD ops<\/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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      • SQLAlchemy ORM<\/li>
      • Assignment \u2192 Employee DB queries<\/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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        • \u00a0Batch processing with Pandas<\/li>
        • Assignment \u2192 Dataset cleanup- 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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          • \u00a0PySpark basics-<\/li>
          • Assignment \u2192 Read big dataset<\/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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            • PySpark transformations<\/li>
            • Assignment \u2192 Transformation pipeline<\/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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              • PySpark SQL- Assignment \u2192 Sales joins Week 8<\/li>
              • Airflow basics- DAGs & scheduling-<\/li>
              • Assignment \u2192 ETL DAG- 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\t
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                • AWS Boto3 basics<\/li>
                • Assignment \u2192 Store files in S3<\/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 Boto3 basics-<\/li>
                  • Assignment \u2192 Store files in S3<\/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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                    • Kafka basics<\/li>
                    • Assignment \u2192 Stream consumer<\/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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                      • End-to-End ETL pipeline<\/li>
                      • Assignment \u2192 Full ETL run<\/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: Cloud ETL<\/li>
                        • Mock Interview 3<\/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\t\n\t\t\t\t\t\t\tEligibility\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

                          \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\t\n\t\t\t\t\t\t\tLive Doubt Solving\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

                          \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\t\n\t\t\t\t\t\t\tInstructor\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

                          \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<\/div>\n\t\t

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                          \n\t\t\t\t\t\t\n\t\t\t\t\t\t\tCertification\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

                          \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\t\n\t\t\t\t\t\t\tMode of Learning\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

                          \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\t\n\t\t\t\t\t\t\tReal time projects\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

                          \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<\/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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                          Python for Data Engineering Learning Format Live Online \/ Classroom Total training duration 120 hrs Syllabus 12 weeks Certification Yes Python for Data Engineering Python for Data Engineering focuses on using Python to collect, process, and manage large datasets efficiently. It involves working with libraries like Pandas, NumPy, and PySpark for data manipulation and transformation. Data engineers use Python scripts to automate ETL (Extract, Transform, Load) pipelines and integrate data from multiple sources such as APIs and databases. Tools like Airflow and SQLAlchemy help in workflow automation and data management. Enroll Now Syllabus Summary Week 1 ETL basics Assignment \u2192 Parse CSV \u2192 JSON Week 2 \u00a0SQL basics- DB connection Assignment \u2192 CRUD ops Week 3 SQLAlchemy ORM Assignment \u2192 Employee DB queries Week 4 \u00a0Batch processing with Pandas Assignment \u2192 Dataset cleanup- Mock Interview 1 Week 5 \u00a0PySpark basics- Assignment \u2192 Read big dataset Week 6 PySpark transformations Assignment \u2192 Transformation pipeline Week 7 PySpark SQL- Assignment \u2192 Sales joins Week 8 Airflow basics- DAGs & scheduling- Assignment \u2192 ETL DAG- Mock Interview 2 Week 8 AWS Boto3 basics Assignment \u2192 Store files in S3 Week 9 AWS Boto3 basics- Assignment \u2192 Store files in S3 Week 10 Kafka basics Assignment \u2192 Stream consumer Week 11 End-to-End ETL pipeline Assignment \u2192 Full ETL run Week 12 Capstone Project: Cloud ETL Mock Interview 3 ETL basics Assignment \u2192 Parse CSV \u2192 JSON \u00a0SQL basics- DB connection Assignment \u2192 CRUD ops SQLAlchemy ORM Assignment \u2192 Employee DB queries \u00a0Batch processing with Pandas Assignment \u2192 Dataset cleanup- Mock Interview 1 \u00a0PySpark basics- Assignment \u2192 Read big dataset PySpark transformations Assignment \u2192 Transformation pipeline PySpark SQL- Assignment \u2192 Sales joins Week 8 Airflow basics- DAGs & scheduling- Assignment \u2192 ETL DAG- Mock Interview 2 AWS Boto3 basics Assignment \u2192 Store files in S3 AWS Boto3 basics- Assignment \u2192 Store files in S3 Kafka basics Assignment \u2192 Stream consumer End-to-End ETL pipeline Assignment \u2192 Full ETL run Capstone Project: Cloud ETL Mock Interview 3 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-5917","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/omxwebsites.com\/gammatica\/wp-json\/wp\/v2\/pages\/5917","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=5917"}],"version-history":[{"count":16,"href":"https:\/\/omxwebsites.com\/gammatica\/wp-json\/wp\/v2\/pages\/5917\/revisions"}],"predecessor-version":[{"id":7179,"href":"https:\/\/omxwebsites.com\/gammatica\/wp-json\/wp\/v2\/pages\/5917\/revisions\/7179"}],"wp:attachment":[{"href":"https:\/\/omxwebsites.com\/gammatica\/wp-json\/wp\/v2\/media?parent=5917"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}