Azure

Overview about actual AI and ML Services on microsoft Azure (September 2023) Service Description Azure Machine Learning A cloud-based platform for building, training, deploying, and managing machine learning models. Azure Synapse Analytics An analytics platform that combines data warehousing, big data analytics, and machine learning. Azure Databricks A unified analytics platform that combines data science, engineering, and business intelligence. Azure Cognitive Services A set of AI services that enable developers to add cognitive capabilities to their applications....

Azure Applied AI Services Azure Metrics Advisor Analyze your business performance data and detect anomalies. Azure Cognitive Search Enrich data in your search indexes by using AI to analyze vision, language, and speech in content. Azure Immersive Reader Improve access to your web applications for new readers, language learners, and people with learning differences, such as dyslexia. Azure Bot Service Create bots that can converse with your customers and partners and respond to their queries....

Azure - AutoML Process Process Prepare data Train model Evaluate performance Deploy a predictive service Prepare Data Import data from Azure storage Local files SQL databases Web files Azure Open Datasets Train model Classification (predicting categories or classes) Regression (predicting numeric values ) Time series forecasting (predicting numeric values at a future point in time) Natural language processing Computer vision Evaluate performance Cross validation RMSE (Root Mean Squared Error) NRMSE (Normalized Root Mean Squared Error) Residual History Predicted vs True chart Deploy Azure Container Instances (ACI) Azure Kubernetes Service (AKS)

(YAST) A Guide to Passing the Microsoft AI-102 Certification How to lean for it.. Hello everyone, Embarking on a journey to get certified can sometimes feel like a daunting endeavor. But worry not! This guide will share the most effective strategy I discovered for passing the Microsoft AI-102 Certification — most effective at least for my way of learning… Why This Guide? Everyone has their unique learning style. For me, it’s through reading and hands-on practice rather than video lectures....

CLI Login to azure for Terraform deployments Introduction In this article, we’ll explore the process of logging in to Azure for Terraform deployments and managing remote state. When working with Terraform to provision infrastructure in Azure, it’s crucial to establish a secure and authenticated connection to your Azure account. We’ll start by discussing the steps to log in to Azure using the az login command. This command will prompt you to authenticate with your Azure credentials, allowing you to access and manage your Azure resources within your Terraform configuration....