English

The beauty of machines and humans working in tandem gets lost in the discussion about whether A.I. is a good thing or a bad thing. However, perhaps the most productive debate we can have isn’t one of good versus evil. The hard question is how we all can build technology designed in a way that augments human ingenuity and capabilities, human-centered and guided by principles that are core to human rights. Here’s the idea of Responsible AI that is proposed by global tech giants including Microsoft.

The Emergency Response application is a reference demo that showcases the Power of Communities. In particular, it clarifies how the accelerating pace of open-source innovation can be harnessed today on a micro-service, event driven architecture using the products that comprise Red Hat’s Unified Application Environment. It is deployed to and scales horizontally on the premier hybrid cloud platform for enterprise business workloads: Red Hat OpenShift Container Platform.

Data literacy - the ability to read, write and communicate with data becomes a necessary competency for an individual to contribute to the already arrived digital economy. In this opening remarks, Dr. Charm will explore how open-source technology is in the unique position to help the organization, and individual, leap-frogging their data literacy maturity.

HK01 is now more than just a digital media. The company is developing a lifestyle platform for Hong Kong people. In this talk, Alex & Angus will walk through how open-sources projects enable HK01 to build a scalable platform with event-driven architecture.

NGINX Unit is a dynamic web and application server, designed to run applications in multiple languages. Unit is lightweight, polyglot, and dynamically configured via API. The design of the server allows reconfiguration of specific application parameters as needed by the engineering or operations. This speech is a briefing of NGINX Unit's features and its significant in modern microservice architecture.

In this talk we will look at the OSS container ecosystem and break down its components into three families. Container runtimes, container orchestrators and then packaging tools like Helm and CNAB. At Microsoft we are priding ourselves on contributing to the OSS container ecosystem by supporting all three of this family of projects. So in this talk we will look at how we are pushing changes to projects like containerd, Docker and Kubernetes but also donating projects to the CNCF like Helm to be community driven under a Linux foundation with open governance.

In this project, not only do we predict NBA results, but we also come up human readable explanation of the predicted result. In the talk, we will talk about our prediction model, how to use SHAP to explain the prediction and walk through the implementation of our final approach.

Learn how integration of open source AI, machine learning, and deep learning technologies enables companies to deliver insights to employees and give customers the best experience possible

Get a high level understanding and dive into use cases for how large enterprise organizations from retail to finance to insurance are using Ethereum in fully and semi-decentralized implementations to drive efficiency, transparency, and lower costs.