Microsoft Azure Data Engineering Associate (DP-203) Professional Certificate

About Course

Become a Microsoft Azure Data Engineer with this comprehensive Professional Certificate program, designed for individuals seeking to demonstrate their expertise in designing and implementing data solutions using Microsoft Azure data services.

This free course, offered through platforms like Udemy, Coursera, Udacity, MasterClass, and NearPeer, prepares you for the Exam DP-203: Data Engineering on Microsoft Azure.

You’ll gain proficiency in:

Designing and implementing data solutions using Azure data services.
Integrating, transforming, and consolidating data from various structured and unstructured data systems.
Building analytics solutions using Microsoft Azure data services.

This program consists of 10 courses, each covering the concepts and skills tested in the DP-203 exam.

Practice your skills with interactive exercises using the free Microsoft Learn Sandbox, providing hands-on experience with real Microsoft Azure resources and services.

By the end of this program, you’ll be ready to confidently take and pass the Exam DP-203: Data Engineering on Microsoft Azure, earning you the sought-after Microsoft Azure Data Engineering Associate certification.

Start your journey to becoming a certified Microsoft Azure Data Engineer today! This course is completely FREE.

Course Content

01. Microsoft Azure for Data Engineering

A Message from the Professor
003 001_introduction-to-the-program.mp4

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006 002_introduction-to-the-course.mp4

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009 003_dp-900-microsoft-azure-ai-fundamentals-certification.mp4

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010 004_course-syllabus_instructions.html

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011 005_exam-dp-203-skills-measured_instructions.html

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012 006_how-to-be-successful-in-this-course_instructions.html

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015 001_lesson-introduction.mp4

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018 002_data-abundance.mp4

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021 003_the-difference-between-on-premises-and-cloud-based-servers.mp4

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024 004_understand-job-responsibilities.mp4

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027 005_use-cases-for-the-cloud.mp4

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030 006_lesson-summary.mp4

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033 001_lesson-introduction.mp4

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036 002_data-job-roles.mp4

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039 003_data-engineering-processes.mp4

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042 004_a-data-engineers-tasks.mp4

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045 005_lesson-summary.mp4

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048 001_module-introduction.mp4

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051 002_data-types.mp4

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054 003_data-storage-in-azure-storage.mp4

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057 004_data-storage-in-azure-data-lake-storage.mp4

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060 005_azure-cosmos-db.mp4

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063 006_azure-sql-database.mp4

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066 001_azure-synapse-analytics.mp4

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069 002_azure-stream-analytics.mp4

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072 003_azure-hdinsight.mp4

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075 004_other-azure-data-services.mp4

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078 005_module-summary.mp4

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081 001_course-1-recap.mp4

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082 002_about-the-practice-exam_instructions.html

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085 001_course-wrap-up.mp4

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086 002_next-steps_instructions.html

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Section Quiz

02. Data Storage in Microsoft Azure

003 001_introduction-to-the-course.mp4

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004 002_course-syllabus_instructions.html

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005 003_how-to-be-successful-in-this-course_instructions.html

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008 001_lesson-introduction.mp4

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011 002_classify-your-data.mp4

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014 003_determine-operational-needs.mp4

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017 004_group-multiple-operations-in-a-transaction.mp4

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020 005_choose-a-storage-solution-on-azure.mp4

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023 006_lesson-summary.mp4

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026 001_lesson-introduction.mp4

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029 002_decide-how-many-storage-accounts-you-need.mp4

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032 003_choose-your-account-settings.mp4

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035 004_choose-an-account-creation-tool.mp4

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036 005_exercise-create-a-storage-account-using-the-azure-portal_instructions.html

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037 006_clean-up_instructions.html

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040 007_lesson-summary.mp4

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043 001_module-introduction.mp4

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046 002_azure-storage-services.mp4

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047 003_exercise-create-a-new-app-to-work-with-azure-storage_instructions.html

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048 004_exercise-create-an-azure-storage-account_instructions.html

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051 005_interact-with-the-azure-storage-apis.mp4

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052 006_exercise-add-the-storage-client-library-to-your-app_instructions.html

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055 001_connect-to-your-azure-storage-account.mp4

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056 002_exercise-add-azure-storage-configuration-to-your-app_instructions.html

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057 003_exercise-connect-your-application-to-your-azure-storage-account_instructions.html

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058 004_exercise-upload-an-image-to-your-azure-storage-account_instructions.html

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061 005_module-summary.mp4

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064 001_module-introduction.mp4

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067 002_explore-azure-storage-security-features.mp4

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070 003_storage-account-keys.mp4

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073 001_shared-access-signatures.mp4

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076 002_control-network-access-to-a-storage-account.mp4

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079 003_advanced-threat-protection-for-azure-storage.mp4

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082 004_azure-data-lake-storage-security-features.mp4

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085 005_module-summary.mp4

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088 001_introduction-to-blob-storage.mp4

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091 002_what-are-blobs.mp4

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094 003_design-a-storage-organization-strategy.mp4

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095 004_exercise-create-azure-storage-resources_instructions.html

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096 005_exercise-configure-and-initialize-the-client-library_instructions.html

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097 006_exercise-get-blob-references_instructions.html

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098 007_exercise-blob-uploads-and-downloads_instructions.html

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099 008_clean-up_instructions.html

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102 009_module-summary.mp4

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103 001_about-the-practice-exam_instructions.html

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106 002_course-summary.mp4

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109 003_course-2-recap.mp4

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112 001_course-wrap-up.mp4

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113 002_next-steps_instructions.html

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Section Quiz

03. Data Integration with Microsoft Azure Data Factory

003 001_introduction-to-the-course.mp4

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004 002_course-syllabus_instructions.html

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005 003_how-to-be-successful-in-this-course_instructions.html

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008 001_understand-azure-data-factory.mp4

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011 002_data-integration-patterns.mp4

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014 003_explain-the-data-factory-process.mp4

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017 004_understand-azure-data-factory-components.mp4

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020 005_azure-data-factory-security.mp4

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023 001_lesson-introduction.mp4

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024 002_example-set-up-azure-data-factory_instructions.html

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025 003_example-create-linked-services_instructions.html

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026 004_example-create-datasets_instructions.html

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027 005_example-create-data-factory-activities-and-pipelines_instructions.html

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030 006_manage-integration-runtimes.mp4

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033 007_lesson-summary.mp4

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034 008_additional-resources_instructions.html

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037 001_lesson-introduction.mp4

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040 002_list-the-data-factory-ingestion-methods.mp4

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043 003_describe-data-factory-connectors.mp4

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044 004_example-use-the-data-factory-copy-activity-example_instructions.html

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045 005_example-manage-the-self-hosted-integration-runtime_instructions.html

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046 006_set-up-the-azure-integration-runtime_instructions.html

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049 007_understand-data-ingestion-security-considerations.mp4

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052 008_lesson-summary.mp4

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053 009_additional-resources_instructions.html

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056 001_lesson-introduction.mp4

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059 002_explain-azure-data-factory-transformation-methods.mp4

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060 003_azure-data-factory-transformation-types_instructions.html

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061 004_exercise-author-an-azure-data-factory-mapping-data-flow_instructions.html

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064 005_debug-mapping-data-flow.mp4

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065 006_use-azure-data-factory-wrangling-data_instructions.html

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066 007_example-use-compute-transformations-within-azure-data-factory_instructions.html

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067 008_integrate-sql-server-integration-services-packages-within-azure-data-factory_instructions.html

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070 009_lesson-summary.mp4

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071 010_additional-resources_instructions.html

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074 001_describe-slowly-changing-dimensions.mp4

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077 002_choose-between-slowly-changing-dimension-types.mp4

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078 003_exercise-design-and-implement-a-type-1-slowly-changing-dimension-with-mapping_instructions.html

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081 004_lesson-summary.mp4

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084 001_understand-data-factory-control-flow.mp4

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087 002_work-with-data-factory-pipelines.mp4

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090 003_debug-data-factory-pipelines.mp4

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093 004_add-parameters-to-data-factory-components.mp4

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094 005_exercise-integrate-a-notebook-within-azure-synapse-pipelines_instructions.html

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097 006_execute-data-factory-packages.mp4

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100 007_lesson-summary.mp4

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103 001_describe-sql-server-integration-services.mp4

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106 002_understand-the-azure-ssis-integration-runtime.mp4

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107 003_example-setup-an-azure-ssis-integration-runtime_instructions.html

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108 004_example-run-ssis-packages-in-azure-data-factory_instructions.html

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109 005_example-migrate-ssis-packages-to-azure-data-factory_instructions.html

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112 006_lesson-summary.mp4

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115 001_lesson-introduction.mp4

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116 002_understand-the-language-support-in-azure-data-factory_instructions.html

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119 003_manage-source-control-of-azure-data-factory-solutions.mp4

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120 004_connect-to-a-git-repository_instructions.html

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121 005_continuous-integration-and-deployment_instructions.html

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122 006_monitor-azure-data-factory-pipelines_instructions.html

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123 007_set-up-alerts-for-azure-data-factory_instructions.html

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124 008_rerun-azure-data-factory-pipelines_instructions.html

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127 009_lesson-summary.mp4

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130 001_module-introduction.mp4

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131 002_exercise-share-and-receive-data-using-azure-data-share-and-transform-data-using_instructions.html

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134 003_ingest-data-into-azure-data-lake-gen-2-using-azure-data-factory.mp4

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135 004_exercise-ingest-data-into-azure-data-lake-storage-gen-2-with-azure-data-factory_instructions.html

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138 001_join-and-transform-shared-and-owned-data-with-mapping-flow-in-azure-data-factory.mp4

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139 002_exercise-join-and-transform-shared-and-current-dataset-with-mapping-flow-in_instructions.html

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142 003_sink-dataset-into-azure-synapse-analytics-using-azure-data-factory.mp4

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143 004_exercise-sink-dataset-into-azure-synapse-analytics-with-azure-data-factory_instructions.html

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146 005_publish-a-pipeline-run-in-azure-data-factory.mp4

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147 006_exercise-publish-a-pipeline-run-in-azure-data-factory_instructions.html

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150 007_module-summary.mp4

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151 008_additional-resources_instructions.html

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154 001_course-3-recap.mp4

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155 002_about-the-practice-exam_instructions.html

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158 001_course-wrap-up.mp4

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159 002_next-steps_instructions.html

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Section Quiz

04. Introduction to Microsoft Azure Synapse Analytics

003 001_introduction-to-the-course.mp4

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004 002_course-syllabus_instructions.html

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005 003_how-to-be-successful-in-this-course_instructions.html

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008 001_what-is-azure-synapse-analytics.mp4

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011 002_how-azure-synapse-analytics-works.mp4

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014 003_when-to-use-azure-synapse-analytics.mp4

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017 001_create-azure-synapse-analytics-workspace.mp4

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018 002_exercise-create-and-manage-azure-synapse-analytics-workspace_instructions.html

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021 003_describe-azure-synapse-analytics-sql.mp4

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024 004_explain-apache-spark-in-azure-synapse-analytics.mp4

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025 005_exercise-create-pools-in-azure-synapse-analytics_instructions.html

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028 001_orchestrate-data-integration-with-azure-synapse-pipelines.mp4

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029 002_exercise-identifying-azure-synapse-pipeline-components_instructions.html

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030 003_visualize-your-analytics-with-power-bi_instructions.html

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031 004_understand-hybrid-transactional-analytical-processing-with-azure-synapse-link_instructions.html

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034 005_module-summary.mp4

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037 001_use-azure-synapse-studio.mp4

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040 002_understand-the-azure-synapse-analytical-processes.mp4

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041 003_explore-the-data-hub_instructions.html

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042 004_explore-the-develop-hub_instructions.html

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043 005_explore-the-integrate-hub_instructions.html

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044 006_explore-the-monitor-hub_instructions.html

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045 007_explore-the-manage-hub_instructions.html

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048 008_module-summary.mp4

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051 001_describe-a-modern-data-warehouse.mp4

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054 002_define-a-modern-data-warehouse-architecture.mp4

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055 003_exercise-identify-modern-data-warehouse-architecture-components_instructions.html

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056 004_design-ingestion-patterns-for-a-modern-data-warehouse_instructions.html

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059 001_understand-data-storage-for-a-modern-data-warehouse.mp4

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062 002_understand-file-formats-and-structure-for-a-modern-data-warehouse.mp4

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063 003_prepare-and-transform-data-with-azure-synapse-analytics_instructions.html

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064 004_serve-data-for-analysis-with-azure-synapse-analytics_instructions.html

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067 005_module-summary.mp4

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068 001_about-the-practice-exam_instructions.html

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071 002_course-4-recap.mp4

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074 001_course-summary.mp4

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075 002_next-steps_instructions.html

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Section Quiz

05. Data Warehousing with Microsoft Azure Synapse Analytics

003 001_introduction-to-the-course.mp4

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004 002_course-syllabus_instructions.html

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005 003_how-to-be-successful-in-this-course_instructions.html

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008 001_describe-a-modern-data-warehouse.mp4

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011 002_define-a-modern-data-warehouse-architecture.mp4

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012 003_identify-modern-data-warehouse-architecture-components_instructions.html

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013 004_design-ingestion-patterns-for-a-modern-data-warehouse_instructions.html

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016 001_understand-data-storage-for-a-modern-data-warehouse.mp4

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019 002_understand-file-formats-and-structure-for-a-modern-data-warehouse.mp4

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020 003_prepare-and-transform-data-with-azure-synapse-analytics_instructions.html

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021 004_serve-data-for-analysis-with-azure-synapse-analytics_instructions.html

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024 005_module-summary.mp4

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027 001_module-introduction.mp4

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030 002_design-and-implement-a-star-schema.mp4

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031 003_create-a-star-schema_instructions.html

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032 004_design-and-implement-a-snowflake-schema_instructions.html

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033 005_create-a-snowflake-schema_instructions.html

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034 006_design-and-implement-a-time-dimension-table_instructions.html

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035 007_create-and-populate-a-time-dimension-table_instructions.html

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038 008_module-summary.mp4

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041 001_lesson-introduction.mp4

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044 002_understand-data-load-design-goals.mp4

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047 003_explain-load-methods-into-azure-synapse-analytics.mp4

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050 004_manage-source-data-files.mp4

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053 005_manage-singleton-updates-and-concurrent-access-to-azure-synapse-analytics.mp4

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054 006_set-up-dedicated-data-load-accounts_instructions.html

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057 007_implement-workload-management.mp4

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058 008_implement-workload-management_instructions.html

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059 009_simplify-ingestion-with-the-copy-activity_instructions.html

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062 010_lesson-summary.mp4

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065 001_lesson-introduction.mp4

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068 002_understand-performance-issues-related-to-tables.mp4

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069 003_understand-performance-issues-related-to-tables_instructions.html

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072 004_understand-table-distribution-design.mp4

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075 005_use-indexes-to-improve-query-performance.mp4

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076 006_use-table-distribution-and-indexes-to-improve-performance_instructions.html

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077 007_create-statistics-to-improve-query-performance_instructions.html

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080 008_improve-query-performance-with-materialized-views.mp4

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083 009_use-read-committed-snapshot-for-data-consistency.mp4

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086 010_optimize-common-queries-with-result-set-caching.mp4

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089 011_lesson-summary.mp4

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092 001_lesson-introduction.mp4

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095 002_describe-the-integration-methods-between-sql-and-spark-pools-in-azure-synapse.mp4

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098 003_understand-the-use-cases-for-sql-and-spark-pools-integration.mp4

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101 004_authenticate-in-azure-synapse-analytics.mp4

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102 005_transfer-data-between-sql-and-spark-pool-in-azure-synapse-analytics_instructions.html

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103 006_authenticate-between-spark-and-sql-pool-in-azure-synapse-analytics_instructions.html

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104 007_integrate-sql-and-spark-pools-in-azure-synapse-analytics_instructions.html

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107 008_externalize-the-use-of-spark-pools-within-azure-synapse-workspace.mp4

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108 009_transfer-data-outside-the-synapse-workspace-using-the-pyspark-connector_instructions.html

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111 010_lesson-summary.mp4

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114 001_lesson-introduction.mp4

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115 002_explore-the-development-tools-for-azure-synapse-analytics_instructions.html

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116 003_understand-transact-sql-language-capabilities-for-azure-synapse-analytics_instructions.html

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119 004_work-with-windowing-functions.mp4

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120 005_work-with-windowing-functions_instructions.html

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123 006_work-with-approximate-execution.mp4

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124 007_work-with-approximate-execution_instructions.html

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125 008_work-with-json-data-in-sql-pools_instructions.html

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128 009_encapsulate-transact-sql-logic-with-stored-procedures.mp4

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131 010_lesson-summary.mp4

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134 001_lesson-introduction.mp4

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135 002_scale-compute-resources-in-azure-synapse-analytics_instructions.html

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138 003_pause-compute-in-azure-synapse-analytics.mp4

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139 004_manage-workloads-in-azure-synapse-analytics_instructions.html

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142 005_use-azure-advisor-to-review-recommendations.mp4

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143 006_use-dynamic-management-views-to-identify-and-troubleshoot-query-performance_instructions.html

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146 007_lesson-summary.mp4

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149 001_lesson-introduction.mp4

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150 002_understand-skewed-data-and-space-usage_instructions.html

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151 003_check-for-skewed-data-and-space-usage_instructions.html

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154 004_understand-column-store-storage-details.mp4

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155 005_view-column-store-storage-details_instructions.html

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156 006_understand-the-impact-of-wrong-choices-for-column-data-types_instructions.html

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157 007_compare-storage-requirements-between-optimal-and-sub-optimal-column-data-types_instructions.html

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160 008_describe-the-impact-of-materialized-views.mp4

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161 009_improve-the-execution-plan-of-a-query-with-a-materialized-view_instructions.html

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164 010_understand-rules-for-minimally-logged-operations.mp4

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165 011_optimize-a-delete-operation_instructions.html

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168 012_lesson-summary.mp4

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171 001_lesson-introduction.mp4

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174 002_understand-network-security-options-for-azure-synapse-analytics.mp4

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175 003_configure-conditional-access_instructions.html

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178 004_configure-authentication.mp4

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181 005_configure-authentication-using-keys-and-shared-access.mp4

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184 006_manage-authorization-through-column-and-row-level-security.mp4

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187 007_manage-authorization-through-column-and-row-level-security-permissions-and-best.mp4

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188 008_manage-authorization-through-column-and-row-level-security_instructions.html

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189 009_manage-sensitive-data-with-dynamic-data-masking_instructions.html

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192 010_implement-encryption-in-azure-synapse-analytics.mp4

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195 011_lesson-summary.mp4

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198 001_course-recap.mp4

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199 002_about-the-practice-exam_instructions.html

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202 001_course-summary.mp4

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203 002_next-steps_instructions.html

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Section Quiz

06. Data Engineering with MS Azure Synapse Apache Spark Pools

003 001_introduction-to-the-course.mp4

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004 002_course-syllabus_instructions.html

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005 003_how-to-be-successful-in-this-course_instructions.html

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008 001_what-is-an-apache-spark-pool-in-azure-synapse-analytics.mp4

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011 002_how-do-apache-spark-pools-in-azure-synapse-analytics.mp4

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012 003_when-do-you-use-apache-spark-pools-in-azure-synapse-analytics_instructions.html

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015 004_lesson-summary.mp4

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018 001_introduction-to-spark-notebooks.mp4

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021 002_understand-the-use-cases-for-spark-notebooks.mp4

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022 003_create-a-spark-notebook-in-azure-synapse-analytics_instructions.html

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023 004_discover-supported-languages-in-spark-notebooks_instructions.html

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024 005_develop-spark-notebooks_instructions.html

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025 006_develop-spark-notebooks_instructions.html

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028 007_run-spark-notebooks.mp4

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029 008_run-spark-notebooks_instructions.html

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030 009_load-data-in-spark-notebooks_instructions.html

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031 010_load-data-in-spark-notebooks_instructions.html

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032 011_save-spark-notebooks_instructions.html

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035 012_lesson-summary.mp4

00:00
038 001_introduction-to-dataframes-in-spark-pools-in-azure-synapse-analytics.mp4

00:00
041 002_load-data-in-a-spark-dataframe.mp4

00:00
042 003_load-data-into-a-spark-dataframe_instructions.html

00:00
043 004_create-an-apache-spark-table_instructions.html

00:00
046 005_flatten-nested-structures-and-explode-arrays-with-apache-spark.mp4

00:00
047 006_flatten-nested-structures-and-explode-arrays-with-apache-spark-in-synapse_instructions.html

00:00
050 007_lesson-summary.mp4

00:00
053 001_describe-the-integration-methods-between-sql-and-spark-pools-in-azure-synapse.mp4

00:00
056 002_understand-the-use-cases-for-sql-and-spark-pools-integration.mp4

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059 003_authenticate-in-azure-synapse-analytics.mp4

00:00
060 004_transfer-data-between-sql-and-spark-pool-in-azure-synapse-analytics_instructions.html

00:00
061 005_authenticate-between-spark-and-sql-pool-in-azure-synapse-analytics_instructions.html

00:00
062 006_integrate-sql-and-spark-pools-in-azure-synapse-analytics_instructions.html

00:00
065 007_externalize-the-use-of-spark-pools-within-azure-synapse-workspace.mp4

00:00
066 008_transfer-data-outside-the-synapse-workspace-using-the-pyspark-connector_instructions.html

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069 009_transfer-data-outside-the-synapse-workspace-using-the-pyspark-connector.mp4

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072 010_lesson-summary.mp4

00:00
075 001_monitor-spark-pools-in-azure-synapse-analytics.mp4

00:00
076 002_base-line-apache-spark-performance-with-apache-spark-history-server-in-azure_instructions.html

00:00
079 003_optimize-apache-spark-jobs-in-azure-synapse-analytics.mp4

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080 004_automate-scaling-of-apache-spark-pools-in-azure-synapse-analytics_instructions.html

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083 005_lesson-summary.mp4

00:00
084 001_about-the-practice-exam_instructions.html

00:00
087 002_course-6-recap.mp4

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090 001_course-wrap-up.mp4

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091 002_next-steps_instructions.html

00:00
Section Quiz

07. Operational Analytics with Microsoft Azure Synapse Analytics

003 001_introduction-to-the-course.mp4

00:00
004 002_course-syllabus_instructions.html

00:00
005 003_how-to-be-successful-in-this-course_instructions.html

00:00
008 001_understand-hybrid-transactional-and-analytical-processing-patterns.mp4

00:00
011 002_describe-the-supported-analytical-workloads.mp4

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014 003_explain-htap-scenarios-in-the-context-of-synapse-link.mp4

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017 004_describe-the-analytical-store.mp4

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018 005_understand-well-defined-schemas_instructions.html

00:00
021 006_design-schemas-to-support-type-of-analytics.mp4

00:00
024 007_design-writeback-scenarios.mp4

00:00
027 008_lesson-summary.mp4

00:00
030 001_lesson-introduction.mp4

00:00
031 002_enable-cosmos-db-account-to-use-azure-synapse-link_instructions.html

00:00
032 003_create-an-analytical-store-enabled-container_instructions.html

00:00
033 004_implement-synapse-link-for-cosmos-db_instructions.html

00:00
034 005_validate-connectivity-from-spark_instructions.html

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035 006_validate-connectivity-from-sql-serverless_instructions.html

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038 007_lesson-summary.mp4

00:00
041 001_lesson-introduction.mp4

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042 002_query-the-azure-cosmos-db-analytical-store_instructions.html

00:00
043 003_perform-simple-aggregations-with-analytical-store-data_instructions.html

00:00
044 004_perform-cross-container-queries-in-azure-cosmos-db_instructions.html

00:00
045 005_perform-complex-queries-with-json-data_instructions.html

00:00
046 006_work-with-the-windowing-function-and-other-aggregations_instructions.html

00:00
047 007_write-data-back-to-the-azure-cosmos-db-transactional-store_instructions.html

00:00
048 008_read-data-from-the-transactional-store_instructions.html

00:00
051 009_summary.mp4

00:00
054 001_lesson-introduction.mp4

00:00
055 002_write-basic-queries-against-a-single-container_instructions.html

00:00
056 003_perform-cross-container-queries_instructions.html

00:00
057 004_perform-complex-queries-with-json-data_instructions.html

00:00
058 005_work-with-windowing-functions-and-other-aggregations_instructions.html

00:00
061 006_lesson-summary.mp4

00:00
064 001_course-recap.mp4

00:00
065 002_about-the-practice-exam_instructions.html

00:00
068 001_course-summary.mp4

00:00
069 002_next-steps_instructions.html

00:00
Section Quiz

08. Microsoft Azure Databricks for Data Engineering

003 001_introduction-to-the-course.mp4

00:00
004 002_course-syllabus_instructions.html

00:00
005 003_how-to-be-successful-in-this-course_instructions.html

00:00
008 001_explain-azure-databricks.mp4

00:00
009 002_create-an-azure-databricks-workspace-and-cluster_instructions.html

00:00
010 003_create-and-execute-a-notebook_instructions.html

00:00
011 004_exercise-work-with-notebooks_instructions.html

00:00
014 005_lesson-summary.mp4

00:00
017 001_lesson-introduction.mp4

00:00
020 002_understand-the-architecture-of-azure-databricks-spark-cluster.mp4

00:00
023 003_understand-the-architecture-of-spark-job.mp4

00:00
026 004_lesson-summary.mp4

00:00
029 001_lesson-introduction.mp4

00:00
030 002_read-data-in-csv-format_instructions.html

00:00
031 003_read-data-in-json-format_instructions.html

00:00
032 004_read-data-in-parquet-format_instructions.html

00:00
033 005_read-data-stored-in-tables-and-views_instructions.html

00:00
034 006_write-data_instructions.html

00:00
035 007_exercises-read-and-write-data_instructions.html

00:00
038 008_lesson-summary.mp4

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041 001_lesson-introduction.mp4

00:00
042 002_describe-a-dataframe_instructions.html

00:00
043 003_use-common-dataframe-methods_instructions.html

00:00
044 004_use-the-display-function_instructions.html

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045 005_exercise-distinct-articles_instructions.html

00:00
048 006_lesson-summary.mp4

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051 001_lesson-introduction.mp4

00:00
052 002_describe-the-difference-between-eager-and-lazy-execution_instructions.html

00:00
055 003_describe-the-fundamentals-of-how-the-catalyst-optimizer-works.mp4

00:00
056 004_define-and-identify-actions-and-transformations_instructions.html

00:00
059 005_describe-performance-enhancements-enabled-by-shuffle-operations-and-tungsten.mp4

00:00
062 006_lesson-summary.mp4

00:00
065 001_lesson-introduction.mp4

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066 002_describe-the-column-class_instructions.html

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067 003_work-with-column-expressions_instructions.html

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068 004_exercise-washingtons-and-marthas_instructions.html

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071 005_lesson-summary.mp4

00:00
074 001_lesson-introduction.mp4

00:00
075 002_perform-date-and-time-manipulation_instructions.html

00:00
076 003_use-aggregate-functions_instructions.html

00:00
077 004_exercise-deduplication-of-data_instructions.html

00:00
080 005_lesson-summary.mp4

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083 001_lesson-introduction.mp4

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084 002_create-the-required-resources_instructions.html

00:00
087 003_describe-the-azure-databricks-platform-architecture.mp4

00:00
090 004_perform-data-protection.mp4

00:00
091 005_describe-azure-key-vault-and-databricks-security-scopes_instructions.html

00:00
094 006_secure-access-with-azure-iam-and-authentication.mp4

00:00
097 007_describe-security.mp4

00:00
098 008_exercise-access-azure-storage-with-key-vault-backed-secrets_instructions.html

00:00
101 009_lesson-summary.mp4

00:00
102 010_further-resources_instructions.html

00:00
106 001_describe-the-open-source-delta-lake.mp4

00:00
107 002_get-started-with-delta-using-spark-apis_instructions.html

00:00
109 003_exercise-work-with-basic-delta-lake-functionality_instructions.html

00:00
110 004_describe-how-azure-databricks-manages-delta-lake_instructions.html

00:00
111 005_exercise-use-the-delta-lake-time-machine-and-perform-optimization_instructions.html

00:00
114 006_lesson-summary.mp4

00:00
117 001_lesson-introduction.mp4

00:00
120 002_describe-bronze-silver-and-gold-architecture.mp4

00:00
121 003_perform-batch-and-stream-processing_instructions.html

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124 004_lesson-summary.mp4

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125 005_further-resources_delta-intro.html

00:00
130 001_lesson-introduction.mp4

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133 002_describe-azure-databricks-structured-streaming.mp4

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134 003_perform-stream-processing-using-structured-streaming_instructions.html

00:00
135 004_work-with-time-windows_instructions.html

00:00
136 005_process-data-from-event-hubs-with-structured-streaming_instructions.html

00:00
139 006_lesson-summary.mp4

00:00
142 001_lesson-introduction.mp4

00:00
145 002_create-the-required-resources.mp4

00:00
146 003_schedule-databricks-jobs-in-a-data-factory-pipeline_instructions.html

00:00
147 004_pass-parameters-into-and-out-of-databricks-jobs-in-data-factory_instructions.html

00:00
150 005_summary.mp4

00:00
151 006_further-resources_instructions.html

00:00
154 001_lesson-introduction.mp4

00:00
157 002_describe-ci-cd.mp4

00:00
158 003_create-a-ci-cd-process-with-azure-devops_instructions.html

00:00
161 004_lesson-summary.mp4

00:00
164 001_lesson-summary.mp4

00:00
165 002_set-up-azure-synapse-analytics_instructions.html

00:00
166 003_integrate-with-azure-synapse-analytics_instructions.html

00:00
169 004_lesson-summary.mp4

00:00
172 001_lesson-introduction.mp4

00:00
175 002_understand-workspace-administration-best-practices.mp4

00:00
178 003_list-security-best-practices.mp4

00:00
181 004_describe-tools-and-integration-best-practices.mp4

00:00
184 005_explain-databricks-runtime-best-practices.mp4

00:00
185 006_understand-cluster-best-practices_clusters.html

00:00
191 007_lesson-summary.mp4

00:00
192 008_further-resources_instructions.html

00:00
197 001_course-recap.mp4

00:00
198 002_about-the-practice-exam_instructions.html

00:00
201 001_course-summary.mp4

00:00
202 002_next-steps_instructions.html

00:00
Section Quiz

09. Azure Data Lake Storage Gen2 and Data Streaming Solution

003 001_introduction-to-the-course.mp4

00:00
004 002_course-syllabus_instructions.html

00:00
005 003_how-to-be-successful-in-this-course_instructions.html

00:00
008 001_lesson-introduction.mp4

00:00
011 002_understand-azure-data-lake-storage-gen2.mp4

00:00
012 003_exercise-create-an-azure-storage-account-by-using-the-portal_instructions.html

00:00
015 004_compare-azure-data-lake-store-to-azure-blob-storage.mp4

00:00
018 005_understand-the-stages-for-processing-big-data-by-using-azure-data-lake-store.mp4

00:00
021 006_examine-uses-for-azure-data-lake-storage-gen2.mp4

00:00
024 007_lesson-summary.mp4

00:00
027 001_lesson-introduction.mp4

00:00
028 002_exercise-create-an-azure-storage-account-for-azure-data-lake-storage_instructions.html

00:00
029 003_exercise-use-azure-storage-explorer-to-upload-data-to-azure-storage_instructions.html

00:00
030 004_exercise-use-azure-data-factory-to-copy-data-from-data-lake-storage-gen1-to-data_instructions.html

00:00
033 005_lesson-summary.mp4

00:00
036 001_module-introduction.mp4

00:00
039 002_explore-azure-storage-security-features.mp4

00:00
042 003_storage-account-keys.mp4

00:00
045 001_shared-access-signatures.mp4

00:00
048 002_control-network-access-to-a-storage-account.mp4

00:00
051 003_advanced-threat-protection-for-azure-storage.mp4

00:00
054 004_azure-data-lake-storage-security-features.mp4

00:00
057 005_module-summary.mp4

00:00
060 001_lesson-introduction.mp4

00:00
063 002_understand-data-streams.mp4

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066 003_understand-event-processing.mp4

00:00
069 004_process-events-with-azure-stream-analytics.mp4

00:00
072 005_lesson-summary.mp4

00:00
075 001_lesson-introduction.mp4

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078 002_create-an-event-hub-using-the-azure-cli.mp4

00:00
079 003_define-an-event-hubs-namespace_instructions.html

00:00
080 004_exercise-use-the-azure-cli-to-create-an-event-hub_instructions.html

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084 005_configure-applications-to-send-or-receive-messages-through-an-event-hub.mp4

00:00
085 006_exercise-configure-applications-to-send-or-receive-messages-through-an-event-hub_instructions.html

00:00
088 007_evaluate-the-performance-of-the-deployed-event-hub-using-the-azure-portal.mp4

00:00
089 008_exercise-evaluate-the-performance-of-the-deployed-event-hub-using-the-azure_instructions.html

00:00
093 009_lesson-summary.mp4

00:00
096 001_lesson-introduction.mp4

00:00
099 002_understand-stream-processing.mp4

00:00
102 003_process-streaming-data-with-azure-stream-analytics.mp4

00:00
103 004_create-streaming-data-input_instructions.html

00:00
104 005_create-power-bi-output_instructions.html

00:00
107 006_describe-windowing-functions.mp4

00:00
108 007_exercise-create-a-query-using-tumbling-windows_instructions.html

00:00
109 008_exercise-visualize-results-in-power-bi_instructions.html

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112 009_lesson-summary.mp4

00:00
115 001_course-recap.mp4

00:00
116 002_about-the-practice-exam_instructions.html

00:00
119 001_course-summary.mp4

00:00
120 002_next-steps_instructions.html

00:00
Section Quiz

10. Prepare for DP-203 Data Engineering on Microsoft Azure Exam

003 001_introduction-to-the-course.mp4

00:00
004 002_course-syllabus_instructions.html

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005 003_how-to-be-successful-in-this-course_instructions.html

00:00
007 004_sign-up-for-the-proctored-exam_instructions.html

00:00
010 001_lesson-introduction.mp4

00:00
011 002_microsoft-certification-paths_instructions.html

00:00
012 003_the-microsoft-role-based-certification_instructions.html

00:00
015 004_jobs-and-careers.mp4

00:00
016 005_certification-pathway_instructions.html

00:00
019 001_lesson-introduction.mp4

00:00
020 002_how-to-prepare-for-the-proctored-examination_instructions.html

00:00
022 003_topics-covered-in-the-exam_instructions.html

00:00
023 004_how-the-exam-is-administered_instructions.html

00:00
027 005_exam-strategy.mp4

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030 006_tips-and-tricks.mp4

00:00
033 001_lesson-introduction.mp4

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036 002_course-1-recap.mp4

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039 003_course-2-recap.mp4

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042 004_course-3-recap.mp4

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045 005_course-4-recap.mp4

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048 006_course-5-recap.mp4

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051 007_course-6-recap.mp4

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054 008_course-7-recap.mp4

00:00
057 009_course-8-recap.mp4

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060 010_course-9-recap.mp4

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063 001_lesson-introduction.mp4

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066 002_recap-of-topics-and-key-concepts-covered-in-this-specialization.mp4

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067 003_about-the-practice-exam_instructions.html

00:00
068 004_weighted-core-concepts-skills-measured_instructions.html

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071 001_congratulations-whats-next.mp4

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072 002_covid-19-relief-for-taking-the-exam_instructions.html

00:00
Section Quiz

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Course Content

01. Microsoft Azure for Data Engineering

A Message from the Professor

003 001_introduction-to-the-program.mp4

006 002_introduction-to-the-course.mp4

009 003_dp-900-microsoft-azure-ai-fundamentals-certification.mp4

010 004_course-syllabus_instructions.html

011 005_exam-dp-203-skills-measured_instructions.html

012 006_how-to-be-successful-in-this-course_instructions.html

015 001_lesson-introduction.mp4

018 002_data-abundance.mp4

021 003_the-difference-between-on-premises-and-cloud-based-servers.mp4

024 004_understand-job-responsibilities.mp4

027 005_use-cases-for-the-cloud.mp4

030 006_lesson-summary.mp4

033 001_lesson-introduction.mp4

036 002_data-job-roles.mp4

039 003_data-engineering-processes.mp4

042 004_a-data-engineers-tasks.mp4

045 005_lesson-summary.mp4

048 001_module-introduction.mp4

051 002_data-types.mp4

054 003_data-storage-in-azure-storage.mp4

057 004_data-storage-in-azure-data-lake-storage.mp4

060 005_azure-cosmos-db.mp4

063 006_azure-sql-database.mp4

066 001_azure-synapse-analytics.mp4

069 002_azure-stream-analytics.mp4

072 003_azure-hdinsight.mp4

075 004_other-azure-data-services.mp4

078 005_module-summary.mp4

081 001_course-1-recap.mp4

082 002_about-the-practice-exam_instructions.html

085 001_course-wrap-up.mp4

086 002_next-steps_instructions.html

Section Quiz

02. Data Storage in Microsoft Azure

003 001_introduction-to-the-course.mp4

004 002_course-syllabus_instructions.html

005 003_how-to-be-successful-in-this-course_instructions.html

008 001_lesson-introduction.mp4

011 002_classify-your-data.mp4

014 003_determine-operational-needs.mp4

017 004_group-multiple-operations-in-a-transaction.mp4

020 005_choose-a-storage-solution-on-azure.mp4

023 006_lesson-summary.mp4

026 001_lesson-introduction.mp4

029 002_decide-how-many-storage-accounts-you-need.mp4

032 003_choose-your-account-settings.mp4

035 004_choose-an-account-creation-tool.mp4

036 005_exercise-create-a-storage-account-using-the-azure-portal_instructions.html

037 006_clean-up_instructions.html

040 007_lesson-summary.mp4

043 001_module-introduction.mp4

046 002_azure-storage-services.mp4

047 003_exercise-create-a-new-app-to-work-with-azure-storage_instructions.html

048 004_exercise-create-an-azure-storage-account_instructions.html

051 005_interact-with-the-azure-storage-apis.mp4

052 006_exercise-add-the-storage-client-library-to-your-app_instructions.html

055 001_connect-to-your-azure-storage-account.mp4

056 002_exercise-add-azure-storage-configuration-to-your-app_instructions.html

057 003_exercise-connect-your-application-to-your-azure-storage-account_instructions.html

058 004_exercise-upload-an-image-to-your-azure-storage-account_instructions.html

061 005_module-summary.mp4

064 001_module-introduction.mp4

067 002_explore-azure-storage-security-features.mp4

070 003_storage-account-keys.mp4

073 001_shared-access-signatures.mp4

076 002_control-network-access-to-a-storage-account.mp4

079 003_advanced-threat-protection-for-azure-storage.mp4

082 004_azure-data-lake-storage-security-features.mp4

085 005_module-summary.mp4

088 001_introduction-to-blob-storage.mp4

091 002_what-are-blobs.mp4

094 003_design-a-storage-organization-strategy.mp4

095 004_exercise-create-azure-storage-resources_instructions.html

096 005_exercise-configure-and-initialize-the-client-library_instructions.html

097 006_exercise-get-blob-references_instructions.html