Azure Machine Learning Alternatives (September 2025)

Azure OpenAI Service offers industry-leading coding and language AI models that you can fine-tune to your specific needs for a variety of use cases.

The custom vision API from Microsoft Azure learns to recognize specific content in imagery and becomes smarter with training and time. Read on to learn more.

Invent with purpose, realize cost savings, and make your organization more efficient with Microsoft Azure’s open and flexible cloud computing platform.

Built on the proven analytical engine in Microsoft SQL Server Analysis Services, Azure Analysis Services delivers enterprise-grade data modeling in the cloud.

Learn more about AI Personalizer, part of Microsoft Azure Cognitive Services—an AI personalization solution that improves user engagement by delivering relevant experiences.

Discover Azure Data Factory, the easiest cloud-based hybrid data integration service and solution at an enterprise scale. Build data factories without the need to code.

Get more value from your enterprise data assets with Azure Data Catalog. Spend less time looking for data and more time getting value from it. Get started today.

Azure Lab Services provides secure, sharable virtual labs in the cloud with on-demand or scheduled access to preconfigured virtual machines.

Explore AI Speech from Microsoft Azure that include speech recognition, text to speech, speech translation, voice-enabled app features, and more.

Migrate and build apps. Azure App Service is a fully managed platform for creating web applications. The app service offers a range of app development plans and services.

Reach wider audiences on the devices they use with cloud video streaming, encoding, and indexing services from Azure Media Services.

Build apps faster and scale automatically on Azure SQL Database, the intelligent, fully managed relational cloud database.

At Build, we announced the latest update of Azure IoT Remote Monitoring, a solution accelerator that is fully operational right out of the box.

The LityxIQ platform offers simplified AI for your entire team. Enterprise-grade machine learning to solve your business problems and increase ROI.

Azure Synapse Analytics is a limitless analytics service that brings together enterprise SQL data warehousing and big data analytics services.

Get 10 free parallel jobs for cloud-based CI/CD pipelines for Linux, macOS, and Windows. Automate builds and easily deploy to any cloud with Azure Pipelines.

Azure API Management offers a scalable, multi-cloud API management platform for securing, publishing, and analyzing APIs.

Learn about Azure Automation, a cloud automation service for process automating those long-running, error-prone, frequently repeated tasks with Windows PowerShell.

Azure API Apps give you the tools to develop, host, secure, and share REST APIs in your organization or with the world.

Build Linux and Windows virtual machines (VMs) and save up to 80 percent with Azure Reserved Virtual Machine Instances and Azure Hybrid Benefit for Windows Server.

Store data of any size, shape, and speed with Azure Data Lake. Power your big data analytics, develop massively parallel programs, and scale with future growth.

Build, manage, and deliver solutions through the Azure Marketplace or Service Catalog with Azure Managed Applications.

Gain end-to-end observability into your applications, infrastructure, and network both on cloud and hybrid environments with Azure Monitor.

Try Azure Database for PostgreSQL to build reliable and intelligent applications for your organization. Explore open-source PostgreSQL database.

Build, train, and deploy machine learning (ML) models for any use case with fully managed infrastructure, tools, and workflows.

Azure Quantum is a Microsoft Azure service that you can use to run quantum computing programs problems in the cloud.

Learn how Azure App Service helps you develop and host web applications.

Learn about Azure Batch, a Microsoft cloud computing service for running large-scale parallel and batch compute jobs.

Bring your own containers and deploy to App Service as a web app running on Linux in seconds using Web App for Containers feature of Azure App Service.

Learn how Azure Stack brings the agility of cloud computing to your on-premises environment.

Get HDInsight, an open-source analytics service that runs Hadoop, Spark, Kafka, and more. Integrate HDInsight with big data processing by Azure for even more insights.

Machine Learning made beautifully simple for everyone. Take your business to the next level with the leading Machine Learning platform.

With speech translation, you can add end-to-end, real-time, multi-language translation of speech to your applications, tools, and devices.

Azure Blob storage provides scalable, cost-efficient object storage in the cloud. Store and access unstructured data for your most demanding workloads.

Track, compare, and reproduce your ML experiments with Comet's machine learning platform. Leverage insights to build better models, faster.

Learn about Azure Cloud Services, which helps you deploy and scale powerful cloud applications and APIs. Supports Java, Node.js, PHP, Python, .NET, and more.

Easily develop and run massively parallel data transformation and processing programs in U-SQL, R, Python, and .NET over petabytes of data.

Create Maven, npm, and NuGet package feeds from public and private sources. Share code, get security compliance, and add package sharing to pipelines.

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

Create event-driven, scalable serverless applications in .NET, Node.js, Python, Java, or PowerShell with the Azure Functions app— a serverless computing service.

Learn how to use Content Moderator to track, flag, assess, and filter inappropriate material in user-generated content.

Build, manage, and monitor all your apps in Microsoft Azure Portal. A single, unified hub built for you, your team, and your projects.

Learn how to use Azure StorSimple, an integrated storage solution that manages storage tasks between on-premises devices and Azure cloud storage.

Train and deploy ML models and LLMs on top of Kubernetes at the speed of Big Tech with 100% reliability and scalability. Slash production costs by 30-40% and release models to production faster. Training jobs, inference services, GPUs and more on your own infra.

Enable simple to complex chatbot development using Microsoft Azure Bot Services and Microsoft Copilot Studio.

The Valohai MLOps platform enables CI/CD for ML and pipeline automation on-prem and any-cloud.

Deeploy creates software to enable interaction between humans and Machine Learning models. With our software ML deployments are manageable, accountable and explainable by design.

A browser-based shell experience in the cloud that’s maintained by Microsoft to manage Azure resources with popular command-line tools and programming languages

Learn about high-performance block storage for Azure Virtual Machines. Explore cost-effective options with cloud Ultra, SSD, and HDD disks.

Download and install the Azure SDKs and Azure PowerShell and command-line tools for management and deployment.

Serve, Monitor, Manage and Scale your machine learning operations with our enterprise ready MLOps tools. Get a demo or start a trial today. %

Custom question answering is a cloud-based Natural Language Processing (NLP) service that easily creates a natural conversational layer over your data. It can be used to find the most appropriate answer for any given natural language input, from your custom project.

Learn how to get started with the Azure Command-Line Interface (CLI) to create and manage Azure resources — explore guides, tutorials, samples, articles, and more.

Shaip's AI Data and Generative AI Platform delivers powerful solutions for your AI projects, from traditional machine learning to advanced generative AI, all supported by industry experts.

With Azure SignalR Service, adding real-time communications to your web application is as simple as provisioning a service.

Engage with your customers across multiple platforms and simplify the sign-in experience with Azure Active Directory B2C.

Azure Service Fabric is a distributed systems platform that makes it easy to package, deploy, and manage scalable and reliable microservices and containers.

Azure Cosmos DB is a fully managed NoSQL and relational database for modern app development. Start building applications with a free trial.

Protect your data with Azure Sphere, a turnkey IoT device security and IoT platform solution for intelligent edge devices and microcontrollers.

Learn about how Azure confidential computing protects data in use and learn ways to build confidential workloads in the cloud.

Make autoscaling your VMs easier with Azure Virtual Machine Scale Sets. Run thousands of virtual machines in minutes based on customizable metrics.

Store images for all types of container deployments and OCI artifacts, using Azure Container Registry.

Use Azure Arc solutions for hybrid and multi-cloud management to run Azure services anywhere. Accelerate innovation with Azure Arc–enabled data services.

Simplify how you manage your app resources with Azure Resource Manager. Deploy resources together, categorize them for easy billing, and enable access control.

Connect cloud intelligence to your edge devices with Azure IoT Edge, a comprehensive service that deploys artificial intelligence and custom logic to IoT devices.

Use the Azure Migrate hub of cloud migration tools and services to assess your current workloads and plan and implement your migration to Azure.

Learn about changes, improvements, and features in Azure Time Series Insights Gen2.

Dataiku is the world’s leading platform for Everyday AI, systemizing the use of data for exceptional business results.

Learn about Azure Red Hat OpenShift, an OpenShift service managed by Microsoft and Red Hat with Kubernetes PaaS at its core. Discover a turnkey container platform.

View pricing options for the Face API from Microsoft Azure AI Services. Select from a variety of pricing options.

For assessment and data migration software, choose Azure Database Migration Service for moving on-premises SQL Server and Oracle databases to the cloud.

Build real-world Web3 applications using Azure, Web3 developer tools, and security services.

Microsoft Translator Text API is a cloud-based aka machine translation service used to build applications, websites, and tools.

Reduce costs using cost optimization and analysis through Microsoft Cost Management. Increase transparency, accuracy, and efficiency in cost management.

Run complex, performance-intensive and latency-sensitive applications in the cloud—without any code change.

Manage billions of IoT devices with Azure IoT Hub, a cloud platform that lets you easily connect, monitor, provision, and configure IoT devices.

Azure Advisor is a recommendation service that analyzes your configurations and usage, then helps you follow Azure best practices to optimize your deployments.

Increase model velocity and improve AI outcomes with Arize AI’s ML observability platform. Discover issues, diagnose problems, and improve performance.

Leading AI, ML, and computer vision platforms for enterprises with a mission to democratize data.

Azure Policy is a service in Azure, that you use to create, assign and, manage policy definitions in your Azure environment.

Google Cloud's Tensor Processing Units (TPUs) are custom-built to help speed up machine learning workloads. Contact Google Cloud today to learn more.

Google Cloud's Tensor Processing Units (TPUs) are custom-built to help speed up machine learning workloads. Contact Google Cloud today to learn more.

Learn how Azure Backup and Azure Site Recovery integrate to provide an end-to-end backup and disaster recovery solution with unlimited scale.

Azure Table storage provides a NoSQL key-value store for rapid development using massive semi-structured datasets. Get started today.

Open source deep learning training platform that enables data scientists to train better models, with built-in hyperparameter tuning and distributed training

Data science and machine learning in the cloud in seconds—Use R and Python with GPUs, Dask clusters, and more

Build, debug, deploy, and manage cloud applications—using any platform or language—with Azure development tools, including Visual Studio.

Run application containers in the cloud with a single command. Get started in seconds and lower your infrastructure costs with per-second billing.

Learn about Azure Event Hubs, a managed service that can ingest and process massive data streams from websites, apps, or devices.

H2O.ai has released open-source product h2oGPT for enterprises to build transparent and secure chatbot applications similar to ChatGPT.

EDGENeural.ai is an end-to-end Edge AI platform enabling developers to train, optimize and deploy blazing-fast deep learning models on any hardware, in a matter of weeks.

Embedded intelligence to proactively prevent problems, fix issues faster and get more done.

Rely on mobile backend as a service (mbaas) from Azure to reduce time to market with cloud services, tools, and DevOps.

Powerful model serving and orchestration for your AI & ML projects, without the hassle of managing Kubernetes & cloud infrastructure.

Embed stunning, fully-interactive reports into your apps without building controls from the ground up with Microsoft Power BI Embedded.

Azure Kubernetes Service (AKS) is a managed Kubernetes service with hardened security and fast delivery. Deploy and manage containerized applications with AKS.

Discover HyScaler: an AI, Blockchain, IT & software development consulting group. Upgrade your enterprise with tailored digital strategies with us.

A place to build your own image recognition AI. Login to implement modern deep learning techniques interactively with no coding at all.

OpenText™ Intelligent Capture provides OCR document recognition and capabilities to automate classification and keyword extraction.