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What Are ETL Best Practices for AWS Data Engineers

Amazon Web Services / By Anitha Dorairaj

In AWS data engineering, Extract, Transform, and Load (ETL) processes are pivotal, as they allow you to prepare raw data sets for analytical purposes. This blog provides a detailed exploration of data engineering best practices specifically geared toward optimising ETL workflows, enhanced with relevant keywords and concepts for AWS Certified Data Engineer Associate Certification (DEA-C01). The ETL Process ETL is the combination of data from multiple sources into a large central repository called a data warehouse. It uses a set of business rules to clean and organise and prepare raw data for such activities as storage, analytics, and machine learning […]

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Why is Microsoft Fabric Essential for Data Analytics?

Cloud Computing / By Banu Sree Gowthaman

Data is everywhere, but insights are rare. For a variety of industries, data analysis is an essential tool that helps them clean insightful information from the data to make well-informed decisions. The challenges are also common, from data security and privacy issues to ethical and quality challenges. Read through this blog to know why Microsoft Fabric is a game-changer in the realm of data analytics and why it’s worth paying attention to. The Challenges of Modern Data Analytics in The Data-Driven Era By Understanding the Landscape, the tech community is well aware of how organizations are relying more on data

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How Does AZ-140 Help in Managing Azure Virtual Desktops?

Cloud Computing / By Suneel Moopanar

The AZ-140 Microsoft Azure Virtual Desktop Certification allows candidates to gain the necessary skills required to effectively manage an organization’s Azure Virtual Desktop environments. It covers a wide range of aspects that should be implemented in the management of Azure virtual desktops. These include identity and access management, user environment and applications and monitoring activities. In this blog, we assist you with AZ-140 exam preparation by explaining the key aspects involved in managing Azure Virtual Desktops. Examination Composition As per the AZ-140 study guide, the planning and implementation of the following key aspects are examined in the exam; Azure

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How does AWS Lambda Support AI Inference and Model Execution

Cloud Computing / 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?

Cloud Computing / 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?

Cloud Computing / 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?

Cloud Computing / 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?

Cloud Computing / 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

Cloud Computing / 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

Cloud Computing / 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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