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CPU Inference with ViT ONNX Model in Azure ML Managed Endpoint - AKS

Offered By: The Machine Learning Engineer via YouTube

Tags

Azure Machine Learning Courses Machine Learning Courses MLOps Courses Inference Courses ONNX Courses Vision Transformers Courses

Course Description

Overview

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Learn how to perform CPU inference on Azure Kubernetes Service (AKS) by creating a Managed Endpoint in Azure Machine Learning Studio. Explore the process of converting a Vision Transformer (ViT) model to ONNX format and utilizing onnxruntime with Python Azure ML SDK v2. This 49-minute video tutorial guides you through the steps of setting up and deploying a machine learning model for efficient inference in a cloud environment, demonstrating essential MLOps practices for data scientists and machine learning engineers.

Syllabus

MLOPS: CPU Inference ViT ONNX Model in Azure ML Managed EndPoint (AKS )#machinelearning #datascience


Taught by

The Machine Learning Engineer

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