Azure AI and Machine Learning encompass a range of services and capabilities that allow developers and data scientists to build, train, and deploy machine learning models and AI solutions.
Here are some key services:
Azure Machine Learning: A cloud-based environment you can use to train, deploy, automate, manage, and track ML models. It supports a wide range of machine learning and deep learning frameworks.
Azure Databricks: An Apache Spark-based analytics platform optimized for Azure. It's particularly useful for big data processing and machine learning tasks.
Azure Cognitive Services: A collection of APIs, SDKs, and services available to help developers build intelligent applications without having direct AI or data science skills or knowledge. It includes services for vision, speech, language, decision, and web search.
Azure Bot Service: Enables developers to create conversational interfaces on multiple channels. You can build a bot that interacts naturally with users, using a choice of SDKs.
Azure Synapse Analytics: An integrated analytics service that brings together big data and data warehousing. It can be used to prepare and transform machine learning data and integrate with Azure Machine Learning.
Azure AI Infrastructure: Powerful GPU-enabled virtual machines and clusters suitable for AI and data science workloads.
Azure Data Lake Storage: A secure, scalable, and cost-effective data lake that allows for high-speed data ingestion and analytics.
These services can be used individually or together to build comprehensive AI and machine learning solutions, depending on your specific needs.
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Azure AI and ML Documentation Intelligent, serverless bot service that scales on demand AI-powered cloud search service for mobile and web app development Build cutting-edge, market-ready, responsible applications for your organization with AI Unlock video insights Fast, easy, and collaborative Apache Spark-based analytics platform Bring AI to everyone with an end-to-end, scalable, trusted platform with experimentation and model management Cloud platform to host and share curated open datasets to accelerate development of machine learning models Apply advanced coding and language models to various use cases Use AI to monitor text and image content for safety Easily customize your own state-of-the-art computer vision models for your unique use case Rich pre-configured environment for AI development The AI-powered document extraction service that understands your forms Detect, identify, analyze, organize, and tag faces in photos A managed service purpose-built for development of virtual healthcare assistants. Empower users of all ages and abilities to read and comprehend text Build computer vision and speech models using a developer kit with advanced AI sensors Easily evaluate sentiment and topics to understand what users want Power genome sequencing & research insights Speech to text, text to speech, translation and speaker recognition Easily conduct machine translation with a simple REST API call Distill actionable information from images Azure AI and ML Products AI + machine learning Create the next generation of applications using artificial intelligence capabilities for any developer and any scenario. AI Anomaly Detector Easily add anomaly detection capabilities to your apps. Azure AI Bot Service Create bots and connect them across channels. Azure AI Search Enterprise scale search for app development. Azure Databricks Design AI with Apache Spark-based analytics. Azure Machine Learning Use an enterprise-grade service for the end-to-end machine learning lifecycle. Azure Open Datasets Cloud platform to host and share curated open datasets to accelerate development of machine learning models. Azure AI Services Add cognitive capabilities to apps with APIs and AI services. Azure AI Video Indexer Easily extract meaningful insights from audio and video files using media AI. Azure AI Custom Vision Easily customize your own state-of-the-art computer vision models for your unique use case. Data Science Virtual Machines Rich pre-configured environment for AI development. Language Understanding (LUIS) Teach your apps to understand commands from your users. Speaker recognition A Speech service feature that verifies and identifies speakers. Speech to text A Speech service feature that accurately converts spoken audio to text. Speech translation Easily integrate real-time speech translation to your app. Azure AI Language Add natural language capabilities with a single API call. Text to speech A Speech service feature that converts text to lifelike speech. Azure AI Translator Easily conduct machine translation with a simple REST API call. Azure AI Metrics Advisor An AI service that monitors metrics and diagnoses issues. Azure OpenAI Service Apply advanced coding and language models to a variety of use cases. Azure AI Personalizer Deliver personalized, relevant experiences for each of your users. Azure AI Content Safety Automated image, text, and video moderation. Health Bot A managed service purpose-built for development of virtual healthcare assistants. Azure AI Document Intelligence A managed service purpose-built for development of virtual healthcare assistants. Azure AI Studio Your platform for developing generative AI solutions and custom copilots. Azure Operator Call Protection Help protect consumers from potential fraud and phone scams with intelligent AI solutions. Microsoft Copilot for Security Protect at the speed and scale of AI with a generative AI-powered assistant. Azure AI Immersive Reader Empower users of all ages and abilities to read and comprehend text. Phi-3 open models A family of powerful, small language models (SLMs) with groundbreaking performance at low cost and low latency. |
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