Kevin Yang's Projects
Azure Databricks Training
AI education materials for Chinese students, teachers and IT professionals.
Self-contained, hands-on-labs with detailed and step-by-step instructions, associated collateral (data, code etc) on trying out various features and integration points of Azure Data Explorer (Kusto)
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
Azure Analytics End to End with Azure Synapse - Deployment Accelerator
Samples to demonstrate pathways for Retrieval Augmented Generation (RAG) for Azure Data
A Solution Accelerator for the RAG pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences. This includes most common requirements and best practices.
Chat and Ask on your own data. Accelerator to quickly upload your own enterprise data and use OpenAI services to chat to that uploaded data and ask questions
Config files for my GitHub profile.
Demos created by the IoT Engineering team that showcase IoT services in an end-to-end solution
store data at the iot edge with SQL Server databases
Inference code for LLaMA models
MCW Internet of Things
Contains notebooks used in the Microsoft Azure Databricks Learning Paths modules.
K8S/minikube using virtual kubelet extend pods to ACI
This is a sample showing how to do real-time video analytics with NVIDIA DeepStream connected to Azure via Azure IoT Edge. It uses a NVIDIA Jetson Nano device that can process up to 8 real-time video streams concurrently.
Cosmos DB oriented labs for IoT and Retail scenarios
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Kubernetes Virtual Kubelet with ACI(Azure Container Instances)