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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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Conditional Access in Microsoft Entra ID Enhances Security

Microsoft 365, Microsoft Azure / By Banu Sree Gowthaman

In this blog, you will learn about conditional access in Microsoft Entra ID, formerly known as Azure Active Directory, for enhanced security. Overview of Micro Entra ID and Importance of Security in Cloud Environments; know how the implementation results in greater results with the Exam AZ 900 Microsoft Azure Fundamentals. Read through this blog to learn more about Microsoft Azure security best practices. What is Azure AD Conditional Access? Microsoft Entra ID Conditional Access is a feature that allows companies to set access restrictions based on certain criteria and limitations. It improves security by upholding rules and requiring users to

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Why Use Azure Key Vault for Key Management & Data Protection

Microsoft Azure / By Banu Sree Gowthaman

This blog divides the Azure content into main themes, namely key management, secrets management, certificate management, data security, backup and recovery, and integrations to enhance understanding. Read more to understand the perspective of a Microsoft Certified Professional holding the AZ-900 certification. Key Management Key management is crucial in ensuring key security from generation up to destruction. The following are the key benefits that Azure Key Vault provides in key management: Key generation. You can generate cryptographic keys using Azure Key Vault for your organization. The term ‘key’ within the context of the Azure terminology refers to any cryptographic keys that

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How SAP-C02 Exam Tests Fault-Tolerant System Design

Amazon Web Services / By Banu Sree Gowthaman

This blog presents how the AWS Certified Solutions Architect Professional (SAP-C02) exam tests your ability to design, develop, and implement fault-tolerant and reliable architecture. To become an AWS solution architect, you must understand the AWS reliability design principles, advanced concepts about designing distributed systems, and other best practices for creating resilient fault-tolerant systems. Fault tolerance in SAP-C02 Exam Domain Fault tolerance is the ability to withstand subsystem failure and maintain availability, without impacting AWS service-level agreement (SLA). The AWS Certified Solutions Architect – Professional (SAP-C02) exam covers fault tolerance extensively, almost in all domains. The exam checks advanced skills in designing optimized

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What Role Does Azure Redis Cache Play in Reducing Latency?

Microsoft Azure / By Swetha Selvakumar

In this blog, we will look into the important aspect of Azure Cache for Redis, which is especially important for those who seek to build applications that are high performance, the issue of latency This is particularly relevant for those pursuing the Azure Developer Associate Certification where understanding the caching strategies and performance optimization is essential. Let’s dive into the features, benefits and practical use cases of Azure Cache for Redis and understand its importance for both application development and Azure Certification success. What is Azure Cache for Redis Azure Cache for Redis is a In-memory data store based on

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Top AWS Billing Practices Every Practitioner Must Know

Amazon Web Services / By Banu Sree Gowthaman

AWS provides you with options when choosing a service that can spur creativity and productivity, but without the proper procedures in place, navigating the billing complexities can be daunting. In this blog post, we’ll explore essential AWS billing practices every AWS Certified Cloud Practitioner should be aware of to optimize costs and avoid surprises. Learn about AWS pricing models and how the estimation of costs for various AWS services and different pricing structures matters in the long run for cost optimization. Your AWS Billing Dashboard and Features As an AWS-certified cloud practitioner, knowing how to handle your organization’s Finance with

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