Microsoft’s annual developer conference Build 2020 opened online for the first time in a fully digital form.
Microsoft announced a series of innovations dedicated to creating responsible machine learning. These Azure machine learning features are also available as open-source on GitHub.
To explain the meaning of different parameters in the model can use The InterpretML toolkit. It help developers understand the behavior of machine learning models. The Fairlearn toolkit can evaluate and correct the fairness of artificial intelligence systems. It will be built into Azure from June Machine learning service. WhiteNoise toolkit jointly developed by Microsoft. Harvard Institute of Quantitative Social Sciences and Engineering Institute can achieve differential privacy-while the model explores insights from privacy data. It uses statistical principles to ensure privacy such as name and birthday Information is fully protected. The machine learning operations (MLOPs) built into Azure Machine Learning allow developers to track and automate the entire process of building, training, and deploying models.
Microsoft built the world’s top five supercomputers, with more than 1 billion Win10 devices.
Microsoft announced that it has cooperated with OpenAI to build a top-five supercomputer in the world. It dedicated to training ultra-large artificial intelligence models on the Azure public cloud. It is with more than 285,000 CPU cores, 10,000 GPUs. Each GPU has a single system supercomputer with 400Gbps network bandwidth.
Microsoft launched its first industry cloud solution. It is Microsoft Cloud for Healthcare. This is Microsoft’s first officially launched industry-specific cloud computing solution.
Microsoft CEO said:
“In two months, we saw a digital transformation that would take two years.”
Microsoft pointed out that Microsoft Teams, a core component of Microsoft 365, has played an important positive effect. This time also brought many updates, including the integration of over Platform and Teams and so on.
Microsoft also disclosed that the total number of Windows 10 devices in the world has exceeded 1 billion.