MS Azure offerings around AI and ML

Updated November 2026. This was first published on 18 August 2021. The idea is the same. Any number below is what the original piece said then. It is not a new count.

Key takeaways

Introduction:** The article brings to you information related to Azure offerings around AI/ML.
It focuses on MS Azure Cognitive services.
Azure is Microsoftes public cloud computing platform that helps you build, test, deploy and manage applications and services via Microsoft-managed data centers, offering many cloud services.

Introduction:** The article brings to you information related to Azure offerings around AI/ML. It focuses on MS Azure Cognitive services.

Azure is Microsoftes public cloud computing platform that helps you build, test, deploy and manage applications and services via Microsoft-managed data centers, offering many cloud services. Services such as computation, migration, security, storage, databases, messaging, networking, and management tools are all offered as a part of services in Azure.

What is MS Azure Machine Learning? #

Azure Machine Learning Service is a cloud-based service that helps users create, learn, start, and manage their own machine learning models on any scale. ‘All can benefit from Azurees machine learning platform to create their own quick and easy ML solutions. The ML service gives users access to automated machine learning, it helps in identifying the best algorithms and configuring hyper-parameters much faster, while improving efficiency as well as reducing costs via auto-scaling.

Azure Machine Learning Service is a complete ML solution, facilitating users to manage and keep track of their models after deployment, building multiple runs to find the best solution, and returning real time predictions. The productes automation features makes it accessible to smaller businesses who want to use machine learning regardless of not having a dedicated in-house data science team which means you donet have to be a developer or a data scientist to use it.

Azure Machine Learning can be used for different types of machine learning, such as conventional machine learning, deep learning, supervised, and unsupervised learning. Developers can build, train, and track highly accurate machine learning and deep-learning models in an Azure Machine Learning Workspace using preferred languages like Python or R.

What are Azure Cognitive Services? #

Microsoftes Azure has a broad range of services. Let us focus on the cognitive services, each of which is designed to house a variety of needs such as image analysis, face recognition, video search, knowledge, spell check, speech recognition engine.

Azure Cognitive Services enable developers to easily add AI what it can do to their apps without requiring ML expertise. It is as simple as making an API call to embed the ability to see, hear, speak, search, understand and accelerate decision-making into your apps. Cognitive Services allow users to secure their platforms with intelligent algorithms without building them from scratch. These algorithms then permit bots, apps, and websites to see, hear, speak, understand and interpret user needs and take necessary actions.

Azurees greatest advantage is its easy integration. all these cognitive services will integrate onto your platform, without any additional modification.

Let us have a look at all the above mentioned cognitive services in detail: #

1. Vision #

Microsoft Azurees Vision services help your apps to identify and analyze content in text form, and also in other forms such as images, video, and digital ink. The computer Vision service has the ability to recognize people and landmarks, classify images, and execute optical character recognition to read non-digitized information. The Face service identifies people, as well as emotions in detected images, and is able to classify them accordingly. Video Indexer works in a similar fashion but with videos, and it can detect scenes, objects, and precise activities within a film. There Ink Recogniser and Form services can easily read and extract content from forms and digital handwriting.

More specifically, Microsoft Azurees computer Vision services refer to an application capable of identifying and analyzing content within videos and/or images. Microsoftes Azure is regarded as a leader of cloud innovation using technologies such as artificial intelligence and machine learning. The most important vision-based services have been listed below.

a) Image analysis #

This image analysis feature allows the user to analyze and organize various visual elements found within a picture. The API can be tested free of charge on Microsoft Azurees website. The API uses a range of domain-based models to describe any given picture.

b) Handwriting recognition #

Usually most people have difficulty reading a doctores prescription and have no clue what must be written. Azurees Handwritten OCR (optical character reading) can help you read prescriptions. Handwriting OCR is accessible in preview in Computer Vision API. Taking huge benefits of AI and ML technologies, this smart tool can identify, extract, and digitally replicate any type of handwriting. At present, this service is restricted to English. But, the app is capable of handling all kinds of surfaces such as plain paper or blackboards, or sticky notes.

c) Landmark recognition and Celebrity recognition in pictures #

Ites crazy when you have to quickly search your memory to find out the name of a specific landmark/celebrity you had visited/seen a long time ago. Thanks to Azurees Recognize Landmarks/Celebrity domain specific models/service which comes to your rescue. It has a huge database of numerous landmarks and list of celebrities across various fields such as entertainment, business, sports, and politics. These domain specific models make a simple REST API call to give the correct results.

d) Read the text in images #

Reaping the benefits of Microsoftes OCR this application is capable of identifying any type of English text within an image, and capable of converting it into a stream of characters that can be read by the machine.

e) Analyze videos in real-time #

This tool is capable of stripping a video of your choice, frame-by-frame, and giving a detailed text-based description of each frame.

2. Speech #

Azurees Speech services allow customers to integrate speech processing what it can do into an app or a service. Currently, there are two major speech-based services available. Firstly the Speech Services that can automatically transcribe speech into text, turn text into speech using customizable voice options, and translate languages in real time. Secondly, Speaker Recognition that identifies and verifies speakers.

This Speech service is related to natural speech recognition engines. Those of you who have worked with products such as Dragon Naturally Speaking software, Windowse Speech Recognition, would surely be aware of the struggle of integrating speech recognition software into your workflow. Microsoftes Azure offers AI-based speech services namely ****Speech-to-Text transcriptions (****STT) and ****Text-to-Speech transcriptions (****TTS), both of which are far more accurate compared to their non-AI counterparts. Below are the most important speech services.

a) Speech recognition and STT transcriptions #

Azurees speech engine empowers you to create user-bespoke language models. of the speech style, the geography or any technical term, the application will be able to understand everything you say and transcribe the spoken text accordingly.

b) TTS transcriptions #

Azurees service uses advanced acoustic models, which will definitely help. As soon as you start typing your text, the service can be configured to read it back to you. Although the servicees mostly addressed to users with impaired hearing, it can be used to proofread texts on the go.

c) Real-time translations #

Azurees real time translation service is capable of interpreting text with unparalleled accuracy, irrespective of the language. Currently, this service has full English support (UK and US), but other languages will follow shortly. This service can be compared to Google translate or other freeware real-time translation software which are at par.

d) Speaker verification #

The concept of voice ID is not something entirely new, it has been around for at least two decades, it has been neglected and revisited numerous times due to its low-security rating. Both, with MS Azurees speech recognition and AI/ML what it can do, the speaker verification system can recognize the logged speaker on the go. Also, this service is so accurate that it can identify the intended speaker even if someone else with the same voice range attempts to log in to the same account.

3. Language #

Language Understanding (LUIS) is a cloud-based API service that applies custom ML intelligence to natural language text in-order to predict overall meaning, and fetch relevant, detailed information. Azurees Language tools have Natural Language Processing (NLP) services that enable users to evaluate customer sentiment and recognize exactly what customers want, so you can decide how best to help them.

The NLP services facilitate the understanding the language in context, analyzing feelings, extracting key phrases, detecting and translating languages, and creating knowledge bases to allow bots to uncover questions and provide answers based on unstructured text. Natural language and context-based meaning are two important features that define communication. Microsoftes Azure has many tools that help in analyzing and interpreting large pieces of text.

a) Text analytics #

One of the most interesting tools offered by Azurees language detection services is called Text Analytics API. It allows you to analyze and interpret a text based on parameters such as key phrases, languages, sentiment, and interlinking.

b) Bing spell check #

Bing Spell Search API v7 is a powerful proofreading tool - Azurees take on accurate spell checking. This nifty tool covers capitalization, style, punctuation, and grammar inconsistencies. You too can check it out on Microsoftes Azure official website.

c) Translator text #

Microsoftes fully integrated translation platform is a translator that combines instant language recognition and neural machine translation. Some of the features that recommend Azurees Translator API include transliteration, alternative translations seeker using up-to-date bilingual dictionaries, offline support, and a fully customizable UI.

d) Content moderator #

For webmasters that curate a forum or any kind of social platform, a powerful moderation tool is a necessity. Azurees moderation tool covers anything ranging from images, text, and view. Even with AI, a human handler to keep everything in check is required. While curating content, the users can adjust moderation filters, add exceptions or tweak the services.

4. Decision #

Decision services help customers monitor performance and content, and personalize experiences for your customers. Decision services take up some administrative burden by making informed and efficient decisions on your behalf.

It may involve moderating content to identify anything that doesnet meet standards (e.g. offensive language, images, or video content) and filtering it out with the Content Moderator service. These services help to examine the health of your business in real time, or supervise IoT devices remotely using Anomaly Detector. You can also deliver customized user experiences within your apps with Personalizer and its reinforcement-learning cycle that constantly absorbs new information about users.

a) Knowledge #

Azurees cognitive services provide some of the most comprehensive and accurate database creation and search tools. The services are so efficient that no matter what the question is, you will definitely find the answers that you were searching for.

b) Q&A maker #

Based on the userse FAQ, Azurees Q&A maker can search a database in few seconds. Using this service, you can create a comprehensive FAQ section for your website. Azurees Q&A generator can build the knowledge base by analyzing the useres line of inquiry, and then cross-referencing with the best section of the website that can answer those questions.

5. Search #

Azure offers a range of dedicated search services, from web search, news, and local business search, to media-focused tools like video, image, and visual search. This search cognitive service offered by Microsoftes Azure is related to the way we actually look for anything online. Microsoft has created ‘Binge - a powerful and handy web search engine. The service has originated from Microsoft’s previous search engines: MSN Search, Windows Live Search and later Live Search. Bing provides a mix of search services, including web, image, and video as well as map search products.

Even though Bing may not be as popular as Google, it employs AI-powered algorithms capable of searching, comparing results, and calling only those which are relevant to your inquiry.

a) Bing web search #

Taking the advantage of Binges indexed web search feature, this Azure search service can call up only the largely relevant results based on the useres search string. On your display, you will see a mix of text, image, video, all relating to your search. You can apply extra filters such as market, safe search, and freshness to refine your search.

b) Bing custom search #

If a simple search does not fulfil your request you could try custom search by using Bing Search APIes ‘custom searche. This search option adds many new configurations that you can use to narrow down your search. For example, after typing a keyword or phrase, a drop-down box will appear on top of your search bar. Make use of this search bar to access various Microsoft domains such as Xbox, Microsoft Dynamics, Microsoft official, or Microsoft Azurees homepage. Your search results can be filtered based on the market. Safe search can also be altered, based on the useres search string.

c) Bing video search #

When you are searching the name of a particular song/video clip stuck in your head for a long time, you can use Azurees cognitive service, to find it in no time. Azurees Bing video search is capable of providing information on view count, format, and anything related to the creator. This Bing video search works in a way that it provides the search result which you can refine further according to things like freshness, market, safe search on/off, videoes resolution, and video length.

d) Bing image search #

Azurees image search service works in a similar fashion as the video search. For example if you are interested in abstract art and want to change your desktop background. If you search for this exact key phrase, ‘abstract arte you will be provided with various text examples to further narrow down the search. Abstract art Image search could provide you examples like animals, sunsets, or nature-inspired wallpapers.

But your search can be further refined according to image type (photo, line, clip art, animated GIF), freshness, market, safe search on/off, colour (monochrome, black, gray, orange, blue, green etc.), license (share, share commercially, public, modify, modify commercially), and lastly the size.

e) Bing news search #

And the last item on the Azure cognitive search services is the ‘Bing News Searche API V7, a powerful news-focused search platform that helps you to find information on topics of your interest. It employs almost similar data processing and interpretation algorithms just as image and video search equivalents. How does it worke On typing a keyword, it will provide you with many contextual-based examples. Again, you can refine your search further by using available filters such as freshness market, and safe search.

One can take full advantage of the Cognitive Services and create intelligent solutions that your business and end users need. Deploy AI/ML where it is needed most using programming languages that are already known without prior ML experience to get started.

Some benefits of cognitive services are to create customizable, pre-trained models built with breakthrough AI research. It is now possible to deploy Cognitive Services anywhere from the cloud to the edge via containers. Developers can get started quickly without prior machine-learning expertise. Cognitive services are developed with ethical standards, empowering responsible use with industry-leading tools and guidelines for a bright digital future.

Questions and answers #

What is the main point? #

Introduction:** The article brings to you information related to Azure offerings around AI/ML.

What else did the original piece say? #

It focuses on MS Azure Cognitive services.