YoVDO

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

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
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

Related Courses

4.0 Shades of Digitalisation for the Chemical and Process Industries
University of Padova via FutureLearn
A Day in the Life of a Data Engineer
Amazon Web Services via AWS Skill Builder
FinTech for Finance and Business Leaders
ACCA via edX
Accounting Data Analytics
University of Illinois at Urbana-Champaign via Coursera
Accounting Data Analytics
Coursera