MLOPS: Inference ViVIT ONNX Model in Azure ML Managed Endpoint (AKS)
The Machine Learning Engineer via YouTube
Overview
Learn how to create an Azure Kubernetes Services (AKS) online managed endpoint for CPU inference using a fine-tuned Video Vision Transformer (ViViT) model converted to ONNX format. This 56-minute video tutorial demonstrates the process of setting up and deploying the model using the onnxruntime and Python SDK v2. Gain hands-on experience in machine learning operations (MLOps) and explore practical applications in data science. Access the accompanying code on GitHub to follow along and implement the concepts covered in the video.
Syllabus
MLOPS: Inference ViVIT ONNX Model in Azure ML Managed EndPoint (AKS) #machinelearning #datascience
Taught by
The Machine Learning Engineer