1. Artificial Intelligence: discover Azure AI, a portfolio of artificial intelligence services designed for developers and data scientists. Leverage the decades of innovative research, responsive AI procedures and flexibility that Azure AI offers to build and deploy your own artificial intelligence solutions. Access high-quality vision, speech, language and decision-making AI models through simple API calls, and build your own machine learning models with tools such as Jupyter Notebooks, Visual Studio Code and open source frameworks such as TensorFlow and PyTorch.




2. Hugging Face in Azure: Hugging Face is the creator of Transformers, the leading open source library for building next-generation machine learning models. Use the Hugging Face Connection Point Service (preview version), available in Azure Marketplace, to deploy machine learning models on a dedicated connection point to Azure’s enterprise-grade infrastructure.

3. Knowledge mining: knowledge mining is an emerging artificial intelligence (AI) discipline that uses a combination of intelligent services to learn quickly from large amounts of information. It enables organizations to understand data in depth and easily explore it, uncover hidden information, and search for relationships and patterns on a large scale.




4. Azure Confidential Computing: increase the privacy and security of business and consumer data by protecting data in use. Discover new opportunities by enabling multi-party data analytics and machine learning that combine data sets, keeping data private between participants. Take advantage of the wide range of confidential process offerings provided by Azure, such as hardware, services, SDKs and deployment tools.