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AI and ML

Updated Nov 16, 2020 ·
NOTES

This is not an exhaustive documentation of all the existing Azure Services. These are summarized notes for the Azure Certifications.

To see the complete documentation, please go to: Azure documentation

Overview​

Azure offers an advanced suite of AI & Machine Learning tools designed to help businesses build intelligent applications and derive insights from their data.

  • Azure Machine Learning

    • Streamlines the process of building, training, and deploying machine learning models.
    • Supports end-to-end machine learning lifecycle management.
    • Offers automated machine learning and MLOps capabilities.

  • Azure Cognitive Services

    • Provides pre-built AI functions that integrate easily into applications.
    • Includes services for language understanding, computer vision, speech recognition, and more.
    • Allows developers to add intelligent features without having deep AI expertise.

  • Azure Databricks

    • An analytics platform optimized for Azure, designed for big data and Machine Learning.
    • Supports collaborative workspaces, real-time analytics, and interactive notebooks.
    • Built on Apache Spark for fast and scalable data processing.

  • Azure AI Services

    • Augments applications with advanced AI capabilities.
    • Features include language comprehension, speech recognition, and anomaly detection.
    • Provides a range of APIs and tools to integrate AI seamlessly into applications.