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      • Microsoft Certified: Azure Solutions Architect Expert_5. Perform data engineering with Azure Databricks.

      Microsoft Certified: Azure Solutions Architect Expert_5. Perform data engineering with Azure Databricks.

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      Sena.Kim
      Azure, Data Science
      (0 review)
      Free
      Azure_dark_min
      • Overview
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      Microsoft Certified: Azure Solutions Architect Expert

      1. Azure Fundamentals
      2. Manage resources in Azure
      3. Architect great solutions in Azure
      4. Extract knowledge and Insight from your data with Azure Databricks
      5. Perform data engineering with Azure Databricks. 
      
      

      5. Perform data engineering with Azure Databricks

      Learn how to use Azure Databricks to accelerate the setup of Databricks in Azure. You’ll work with data in an Azure SQL Data Warehouse with the built-in conector services. Explore the data services available with Azure Data Factory. Build streamlined workflows, and work with the interactive analytics workspace powered by Apache Spark.

      7H 49M – 9 Modules

      1. Introduction to Azure Databricks
      2. Access SQL Data warehouse instances with Azure Databricks
      3. Data ingestion with Azure data factory
      4. Read and write data using Azure Databricks
      5. Perform basic data transformations in Azure Databricks
      6. Perform advanced data transformation in Azure Databricks
      7. Create data pipelines using Databricks Delta
      8. Work with streaming data in Azure Databricks
      9. Create data visualizations using Azure Databricks and Power BI

      Course Features

      • Lectures 36
      • Quizzes 9
      • Duration 50 hours
      • Skill level All levels
      • Language English
      • Students 10
      • Certificate No
      • Assessments Yes
      CoursesDataData ScienceMicrosoft Certified: Azure Solutions Architect Expert_5. Perform data engineering with Azure Databricks.
      • Introduction to Azure Databricks 5

        37 min remaining Module 6 Units

        • Lecture1.1
          Introduction to Databricks 02 min
        • Lecture1.2
          Create a Databricks workspace 05 min
        • Lecture1.3
          Apache Spark notebooks 15 min
        • Lecture1.4
          Exercise – Use Apache Spark notebooks 10 min
        • Quiz1.1
          Introduction to Azure Databricks – Knowledge Check & Summary 2 questions
      • Access SQL Data warehouse instances with Azure Databricks 10

        1 hr 23 min remaining Module 10 Units

        • Lecture2.1
          Intoroduction 02 min
        • Lecture2.2
          Set up the environment 10 min
        • Lecture2.3
          Create users and assign a resource class 05 min
        • Lecture2.4
          Manage SQL Data Warehouse 10 min
        • Lecture2.5
          Create tables and perform queries 10 min
        • Lecture2.6
          Load data by using Data Factory 15 min
        • Lecture2.7
          Load data by using PolyBase 10 min
        • Lecture2.8
          Integrate with Azure Databricks 15 min
        • Lecture2.9
          Knowledge check
        • Quiz2.1
          Access SQL Data warehouse instances with Azure Databricks – Knowledge Check & Summary 3 questions
      • Data ingestion with Azure data factory 5

        49 min remaining Module 6 Units

        • Lecture3.1
          Introduction 03 min
        • Lecture3.2
          Overview of Azure Data Factory and Azure Databricks 05 min
        • Lecture3.3
          Create an Azure storage account and an Azure Data Factory instance 15 min
        • Lecture3.4
          Exercise – Ingest data by using Azure Databricks 20 min
        • Quiz3.1
          Data ingestion with Azure data factory – Knowledge Check & Summary 3 questions
      • Read and write data using Azure Databricks 4

        45 min remaining Module 5 Units

        • Lecture4.1
          Introduction 03 min
        • Lecture4.2
          Read and write functions 05 min
        • Lecture4.3
          Exercise – Read and write data by using Azure Databricks 30 min
        • Quiz4.1
          Read and write data using Azure Databricks – Knowledge Check & Summary 4 questions
      • Perform basic data transformations in Azure Databricks 4

        46 min remaining Module 5 Units

        • Lecture5.1
          Introduction 03 min
        • Lecture5.2
          ETL overview 05 min
        • Lecture5.3
          Exercise – Perform basic data transformation by using Azure Databricks 30 min
        • Quiz5.1
          Perform basic data transformations in Azure Databricks – Knowledge Check & Summary 3 questions
      • Perform advanced data transformation in Azure Databricks 4

        1 hr remaining Module 5 Units

        • Lecture6.1
          Introduction 05 min
        • Lecture6.2
          Advanced data transformation 05 min
        • Lecture6.3
          Exercise – Perform advanced data transformation by using Azure Databricks 45 min
        • Quiz6.1
          Perform advanced data transformation in Azure Databricks – Knowledge Check & Summary 2 questions
      • Create data pipelines using Databricks Delta 4

        43 min remaining Module 5 Units

        • Lecture7.1
          Introduction 03 min
        • Lecture7.2
          Overview of Databricks Delta 05 min
        • Lecture7.3
          Exercise – Create data pipelines by using Databricks Delta 30 min
        • Quiz7.1
          Create data pipelines using Databricks Delta – Knowledge Check & Summary 5 questions
      • Work with streaming data in Azure Databricks 5

        1 hr 4 min remaining Module 6 Units

        • Lecture8.1
          Introduction 02 min
        • Lecture8.2
          Streaming overview 05 min
        • Lecture8.3
          Set up Event hubs 15 min
        • Lecture8.4
          Exercise – Perform data streaming by using Azure Databricks 30 min
        • Quiz8.1
          Work with streaming data in Azure Databricks – Knowledge Check & Summary 0 question
      • Create data visualizations using Azure Databricks and Power BI 4

        42 min remaining Module 5 Units

        • Lecture9.1
          Introduction 03 min
        • Lecture9.2
          Overview of Databricks visualization options 03 min
        • Lecture9.3
          Exercise – Create data visualizations by using Azure Databricks 30 min
        • Quiz9.1
          Create data visualizations using Azure Databricks and Power BI – Knowledge Check & Summary 3 questions
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