Whizlabs Blog - Online Learning Place for Cloud Professionals

How does AWS Lambda Support AI Inference and Model Execution

Amazon Web Services / By Banu Sree Gowthaman

In this blog, you will learn more about AWS Lambda, a powerful serverless computing service that empowers AI inference and model execution without infrastructure management, and a major service used by AWS Certified AI Practitioners. Read through to know more about how it supports AI inference and model executions, serverless architecture, model deployment strategies, scalable AI workloads, and others, with use cases for better understanding. Serverless AI Model Execution AWS Lambda enables serverless AI inference by eliminating infrastructure management while providing auto-scaling, cost efficiency, and seamless integration with AWS AI/ML services. Below is an in-depth look at how AWS Lambda […]

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What Are AZ-800 Security Strategies for Hybrid Cloud?

Microsoft Azure / By Mythili Sivakumar

The main focus of AZ-800 Security Strategies For Hybrid Cloud is to manage and maintain consistency in securing on-premises systems and Azure Services. Vitalising on the built-in features to protect data and access, strong identity management systems, encryption, Network segmentation, security assessments, etc., maintain a healthy posture across the hybrid infrastructures. Let us deep-dive into the intricate nuances of what are the hybrid security strategies and how AZ-800: Administering Windows Server Hybrid Core Infrastructure contributes to administering Windows servers. What Is AZ-800? The AZ-800 is a Microsoft Azure Associate Level Certification, that equips the learners with managing hybrid cloud infrastructures

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What are the Key Model Deployment Strategies for AIF-C01?

Amazon Web Services / By Aneesfathima Kareem

In this blog, let us deep-dive into different AI Key model deployment strategies like Amazon SageMaker, AWS Lambda, AWS Inferentia, Elastic Inference and more from the AWS services. Here, you will also understand the best practices to deploy efficient machine learning models, performance optimization, scalability, and cost-effectiveness. AWS Certified AI Practitioner Certification—Overview: The AWS Certified AI Practitioner (AIF-C01) certification is designed in such a way as to help professionals have a strong foundational understanding of Artificial Intelligence (AI), Machine Learning (ML), and Generative AI (GenAI). As one of the major aspects of AI implementation on AWS is model deployment and

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How AZ-140 Boosts Your Cloud & VDI Expertise?

Microsoft Azure / By Mythili Sivakumar

The AZ-140 certification with Microsoft gives learners the ability to upskill on how they plan, deliver and manage the virtual desktop experience and remote apps on Azure. In this blog, we’ll explore the expertise that Microsoft Azure Virtual Desktop certification brings to deployment, configuration, and operations. The certification is designed for professionals who have experience in Azure infrastructures, including Microsoft 365 administration and security Engineering. As the exams validate individuals’ ability to plan, manage, and develop virtual desktops, clearing AZ-140 Exam: Microsoft Azure Virtual Desktop Certification boosts your Cloud and VDI expertise to a new realm. What Is The AZ-140

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What Are AZ-800 Key Concepts for Role-Based Access?

Microsoft Azure / By Suneel Moopanar

This blog talks about the AZ-800 Administering Windows Server Hybrid Core Infrastructure exam, which requires an understanding of Azure Role-Based Access Control (RBAC). It is a key area tested in the exam. This will enable you to pass the Microsoft AZ-800 Certification exam as well as enhance your performance at work. Read through to know more about RBAC! What is Azure Role-Based Access? Microsoft Azure provides flexible role-based access control for Azure resources through which administrators can efficiently manage user’s access to Azure resources. This enables you to allow the level of permission and identify user access to a variety

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How to Optimize ML Pipelines on AWS for AI Practitioners

Amazon Web Services / By Banu Sree Gowthaman

This blog is about optimizing ML pipelines that serve as the foundation for constructing and deploying models at scale; their optimization is key. AWS offers a variety of solutions designed to orchestrate machine learning workflows, equipping organizations with a complete set of tools to simplify and automate their ML processes. As a candidate for the AWS Certified AI Practitioner (AIF-C01) exam, you should ensure that you master these techniques, which is crucial. Optimizing ML pipelines on AWS There are various considerations steps and processes that can be followed by AI practitioners to effectively optimize ML pipelines on AWS. These include

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Simplifying Azure Dev Workflows with the Azure Developer CLI

Microsoft Azure / By Suneel Moopanar

This blog explores how the AZ-900: Microsoft Azure Fundamentals certification helps developers manage cloud resources easily with its focus on the Azure Developer CLI. Read through to learn how it simplifies workflows with text commands, making automation and monitoring effortless. Also know how it boosts productivity and streamlines project management, making Azure development more efficient. Overview of Azure Developer CLI The Azure Developer CLI is a cross-platform command-line tool designed to facilitate various Azure development tasks. The following diagram shows the typical set-up of the Azure Developer CLI; As shown in the diagram above, whether you are deploying applications,

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How to Enable CORS for Azure Functions?

Microsoft Azure / By Swetha Selvakumar

In this blog, you will learn about the importance of ensuring resource sharing within the development environment to make it both efficient and effective. Most web browsers, unfortunately, implement the same-origin security policy that prevents web pages from calling APIs from different domains, hence the need for Cross-Origin Resource Sharing (CORS). CORS is an HTTP functionality that can be deployed to achieve this goal. It allows web applications running in different domains to access and share resources. While allowing for effective resource sharing, the technique also reduces the possibility of cross-site scripting attacks. Read through to read more about CORS

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How Microsoft Entra ID Simplify Developer Authentication?

Microsoft 365 / By Swetha Selvakumar

This blog is about Microsoft Entra ID-formerly Azure AD-a powerful, cloud-based tool that makes managing identities and access simple and secure. Whether you’re an Azure Developer Associate or just looking to streamline how users sign in to apps, Entra ID has you covered. From supporting hybrid setups to handling custom authentication needs, it’s designed to make your life easier while keeping everything secure. Let’s explore how it works and why it’s a game-changer for developers and organizations alike! The Microsoft Entra ID Architecture The following diagram summaries the various functions of Microsoft Entra ID within the development environment. As shown

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How to Improve Model Outcomes with AWS ML Performance Tools?

Amazon Web Services / By Banu Sree Gowthaman

This blog discusses the AWS services and tools that can help improve model performance and outcomes with relevance to AWS Certified Machine Learning Engineer-Associate (MLA-C01) certification. You can automate performance tracking, anomaly detection, and real-time debugging using these tools. Read through this blog to ensure the model remains accurate, reliable, and aligned with business goals, even in dynamic environments. AWS Certified Machine Learning Engineer-Associate (MLA-C01) overview Launched in June 2024, the AWS Certified Machine Learning Engineer-Associate (MLA-C01) exam, is one of the newest AWS certifications that aligns with the evolving needs of the industry and ML engineers. The MLA-C01 exam

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