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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

Azure Responsible AI

2023-12-03T19:30:38+00:00

Azure Responsible AI Cheat Sheet Microsoft outlines six key principles for responsible AI: accountability, inclusiveness, reliability and safety, fairness, transparency, and privacy and security. Accountability People designing and deploying AI systems need to be accountable for their actions and decisions. Internal review bodies can provide oversight and guidance in AI systems. Considers the systems' impact and integrating ethical considerations into their development Inclusiveness AI should consider all human races and experiences. Inclusive design practices can address potential barriers. Assistive technologies should be used to empower people with impairments. Development of systems that respect and include all users Reliability and safety [...]

Azure Responsible AI2023-12-03T19:30:38+00:00

How To Reduce Your Monthly Azure Usage

2023-05-08T12:24:30+00:00

As organizations embrace the digital transformation era, they're turning to cloud computing to facilitate operations, scale up and down smoothly, and, most importantly, cut IT costs. Microsoft Azure is one of the powerhouses for providing cloud computing services to its users worldwide, providing numerous tools and services from computing power, storage, networking, databases, and AI. In this article, we will provide an insightful overview of the various strategies for optimizing resource usage that ensures cost-efficiency and how to maximize the benefits of Microsoft Azure. Whether you're an Azure pro or just dipping your toes into Microsoft Azure, our handy guide [...]

How To Reduce Your Monthly Azure Usage2023-05-08T12:24:30+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

Azure Arc Cheat Sheet

2023-05-01T01:01:38+00:00

Azure Arc Cheat Sheet A hybrid cloud management platform for managing servers, Kubernetes clusters, and applications across on-premises, multi-cloud, and edge environments. Centralize resource management and deploy consistent Azure services anywhere. Azure Arc Features You can deploy Azure services (Azure Policy, Azure Monitor, and Azure Defender) anywhere, allowing them to use the same tools and processes across their entire hybrid cloud estate. Enforce policies, audit logs, and detect threats to your servers and Kubernetes clusters. GitOps can be used to deploy configurations from Git repositories across one or more clusters. Using Azure Policy, you can achieve zero-touch compliance and configuration [...]

Azure Arc Cheat Sheet2023-05-01T01:01:38+00:00

How To Peer Two Azure Virtual Networks

2023-04-27T03:35:08+00:00

Organizations rely on efficient and secure communication between various infrastructure components in today's breakneck speed and interconnected world. Virtual Network Peering is a powerful solution to address these needs by seamlessly connecting resources across different Azure virtual networks. This feature enables organizations to optimize their network performance, reduce latency, and enhance security, all while minimizing costs. In this article, we will delve into the concept of virtual network peering, explore its benefits, and how to peer two virtual networks and test the connection between the two peered virtual networks using Azure virtual machines. Understanding Azure Virtual Network Peering Virtual network [...]

How To Peer Two Azure Virtual Networks2023-04-27T03:35:08+00:00

Azure Virtual Machines vs Azure App Service – Which One Is Right For You?

2023-08-24T02:47:06+00:00

Have you ever wondered during your cloud migration journey whether Azure Virtual Machines or Azure App service would best suit your workload requirements? In this article, we'll take a deep dive into the advantages and disadvantages of using Azure Virtual Machines and Azure App Service. By discussing the key differences, drawbacks of these services, and benefits, you can make an educated decision on where to host your application. You can also read this Azure Virtual Machine vs Web App comparison cheat sheet to get an overview of their core differences. Azure Virtual Machines Advantages of Azure Virtual Machines: Manageability: You [...]

Azure Virtual Machines vs Azure App Service – Which One Is Right For You?2023-08-24T02:47:06+00:00

Increase Your Chances of Passing Your AWS, Azure, and GCP Exam with these Review Strategies

2023-04-16T10:09:53+00:00

Have you ever considered obtaining a cloud certification but are unsure of the first steps or where to begin? Let me help you increase your chances of passing your AWS, Azure, and GCP exams with these review strategies. Embarking on a new journey can be daunting, especially when starting out. However, in this article, I will discuss how I started my path toward obtaining cloud certifications by sharing my studying and reviewing strategies. To begin, let me introduce myself. My name is Amiel, and I work as a Cloud and DevOps Engineer. I have been fortunate enough to earn six [...]

Increase Your Chances of Passing Your AWS, Azure, and GCP Exam with these Review Strategies2023-04-16T10:09:53+00:00

AWS, Azure, and GCP Certifications are consistently among the top-paying IT certifications in the world, considering that most companies have now shifted to the cloud. Earn over $150,000 per year with an AWS, Azure, or GCP certification!

Follow us on LinkedIn, Facebook, or join our Slack study group. More importantly, answer as many practice exams as you can to help increase your chances of passing your certification exams on your first try!