Azure AI Fundamentals: Azure Data Explorer

Azure 2024    |    Intermediate
  • 13 videos | 1h 18m 6s
  • Earns a Badge
Azure Data Explorer provides powerful, tools for fast, real-time data exploration and analysis. In this course, you'll explore key concepts of Azure Data Explorer, including clusters, databases, tables, and data ingestion. First, learn how to efficiently ingest structured, semi-structured, and unstructured data. Then, dive into mastering Kusto Query Language (KQL), starting with basic queries for AI-driven data analysis and progressing to advanced techniques for extracting deeper insights. Use Azure Data Explorer for real-time data analysis and AI-driven insights and create dashboards and visualizations for AI model insights. Learn the skills to handle large-scale data sets and perform complex analytics using KQL. Finally, outline role-based access control (RBAC) and security best practices for managing data in Azure Data Explorer. This course is one of a collection that prepares learners for the Microsoft Azure AI Fundamentals (AI-900) exam.

WHAT YOU WILL LEARN

  • Discover the key concepts covered in this course
    Outline azure data explorer and its relevance to ai and data analysis
    Identify key azure data explorer concepts: clusters, databases, tables, and data ingestion
    Ingest structured, semi-structured, and unstructured data into azure data explorer
    Outline kusto query language (kql) and write basic queries for data exploration
    Create advanced kql queries and analyze large datasets
    Integrate azure data explorer with azure ai services like cognitive services or machine learning
  • Use azure data explorer for real-time data analysis and ai-driven insights
    Create dashboards and visualizations with data from azure data explorer for ai model insights
    Use data from azure data explorer to train machine learning models in azure machine learning
    Provide tips and best practices for optimizing query performance in azure data explorer
    Outline role-based access control (rbac) and security best practices for managing data in azure data explorer
    Summarize the key concepts covered in this course

IN THIS COURSE

  • 53s
    In this video, you will discover the key concepts covered in this course. FREE ACCESS
  • 4m 33s
    After completing this video, you will be able to outline Azure Data Explorer and its relevance to AI and data analysis. FREE ACCESS
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    3.  Azure Data Explorer Key Concepts
    4m 35s
    During this video, you will learn how to identify key Azure Data Explorer concepts: clusters, databases, tables, and data ingestion. FREE ACCESS
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    4.  Ingesting Data in Azure Data Explorer
    10m 9s
    Learn how to ingest structured, semi-structured, and unstructured data into Azure Data Explorer. FREE ACCESS
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    5.  Basic KQL (Kusto Query Language) for AI Analysis
    8m 11s
    Find out how to outline Kusto Query Language (KQL) and write basic queries for data exploration. FREE ACCESS
  • Locked
    6.  Advanced KQL Queries for AI Insights
    5m 49s
    In this video, you will learn how to create advanced KQL queries and analyze large datasets. FREE ACCESS
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    7.  Integration of Azure Data Explorer with AI Services
    8m 24s
    During this video, discover how to integrate Azure Data Explorer with Azure AI services like cognitive services or machine learning. FREE ACCESS
  • Locked
    8.  Real-time Data Analysis with Azure Data Explorer
    7m 50s
    Upon completion of this video, you will be able to use Azure Data Explorer for real-time data analysis and AI-driven insights. FREE ACCESS
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    9.  Visualizing Data in Azure Data Explorer
    8m
    In this video, learn how to create dashboards and visualizations with data from Azure Data Explorer for AI model insights. FREE ACCESS
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    10.  Azure Data Explorer Machine Learning Model Training
    6m 5s
    Discover how to use data from Azure Data Explorer to train machine learning models in Azure Machine Learning. FREE ACCESS
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    11.  Optimizing Query Performance in Azure Data Explorer
    3m 44s
    Upon completion of this video, you will be able to provide tips and best practices for optimizing query performance in Azure Data Explorer. FREE ACCESS
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    12.  Security and Access Control in Azure Data Explorer
    9m 5s
    Learn how to outline role-based access control (RBAC) and security best practices for managing data in Azure Data Explorer. FREE ACCESS
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    13.  Course Summary
    47s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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