YoVDO

MLOPS: Inference ViVIT 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

Course Description

Overview

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

Related Courses

Discrete Inference and Learning in Artificial Vision
École Centrale Paris via Coursera
Teaching Literacy Through Film
The British Film Institute via FutureLearn
Linear Regression and Modeling
Duke University via Coursera
Probability and Statistics
Stanford University via Stanford OpenEdx
Statistical Reasoning
Stanford University via Stanford OpenEdx