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Data Concepts in Azure Machine Learning

2023-08-14T03:18:24+00:00

Azure Machine Learning Data Concepts URI A Uniform Resource Identifier (URI) represents a storage location on a local computer, Azure storage, or a publicly available http(s) location. URIs can be used as inputs or outputs to an Azure Machine Learning job and can be mapped to the compute target filesystem in different modes: read-only mount, read-write mount, download, or upload. URIs use identity-based authentication to connect to storage services, with options for Azure Active Directory ID or Managed Identity. Data types Azure Machine Learning supports three data types: File, Folder, and Table. File: References a single file and can have [...]

Data Concepts in Azure Machine Learning2023-08-14T03:18:24+00:00

Automated Machine Learning (AutoML) in Azure

2023-12-05T11:45:14+00:00

Automated machine learning, known as automated ML or AutoML, streamlines the tasks involved in developing machine learning models by automating repetitive tasks. Azure Machine Learning provides the Python SDK, allowing you to leverage the power of AutoML. Applications of AutoML It simplifies the machine learning model development process, allowing users to implement ML solutions without extensive programming knowledge. Classification Identifies data points into categorical labels Precision is the ratio of correctly predicted positive observations to the total predicted positives. It measures a model's accuracy in making positive predictions. Confidence refers to the probability assigned to a model's prediction, indicating its [...]

Automated Machine Learning (AutoML) in Azure2023-12-05T11:45:14+00:00

How to Setup Backup and Recovery in Azure

2023-05-23T03:04:20+00:00

If you’re managing a cloud infrastructure, you understand that backups are created to safeguard critical data and ensure business continuity. In the event of a server failure, backups expedite the restoration of data and the prompt resumption of operations. It also allows you to revert to previous server states, which is helpful for version control and rollbacks. Additionally, backups are useful resources for testing, development, and creating replica environments.  In Microsoft Azure, the dedicated service for managing the backups and recovery of your resources is Azure Backup. It provides scalability, flexibility, incremental backups, point-in-time restore, and long-term retention of your [...]

How to Setup Backup and Recovery in Azure2023-05-23T03:04:20+00:00

Azure 101: Azure Migrate

2023-08-14T03:12:09+00:00

In today's rapidly evolving digital landscape, migrating to the cloud has become crucial for organizations seeking to remain competitive and agile. While the cloud offers numerous benefits, such as scalability, cost optimization, and flexibility, the migration process presents a unique challenge. These challenges include the need for technical expertise to navigate complex cloud environments, potential security risks that come with transferring sensitive data and ensuring a seamless transition with minimal downtime. By recognizing and addressing these challenges, organizations can successfully embark on their cloud journey and fully harness the power of cloud computing to drive innovation and growth. Introduction Microsoft [...]

Azure 101: Azure Migrate2023-08-14T03:12:09+00:00

Azure 101: Protecting Your Resources Using Azure Resource Locks

2023-05-03T05:07:53+00:00

Microsoft Azure provides a wide range of features and services to ensure the security and stability of cloud resources. One such feature is Azure Resource Locks, which helps organizations protect critical resources from accidental deletion or modification. In this article, we will explore the uses and benefits of Azure Resource Locks and the types of locks available, helping you understand how to leverage this feature for your organization's needs. Uses of Azure Resource Locks Protection against accidental deletion: Azure Resource Locks prevent unauthorized or unintentional deletion of resources, ensuring the stability of your cloud environment. Guarding against unauthorized modifications: With [...]

Azure 101: Protecting Your Resources Using Azure Resource Locks2023-05-03T05:07:53+00:00

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