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Efficient Serverless Deployment of PyTorch Models on Azure
A tutorial for serving models cost-effectively at scale using Azure Functions and ONNX Runtime.
model-serving production pytorch azure
Azure Machine Learning Template
Azure Machine Learning template for MNIST classifier
azure mlops code tutorial
EchoML
🔉 A web app to play, visualize, and annotate your audio files for machine learning.
annotation audio-tagging audio audio-visualizer
Short Text Matching Hyperparameter Tuning
This scenario shows how to tune a Frequently Asked Questions (FAQ) matching model that can be deployed as a web service to provide predictions for user ...
hyperparameter-optimization scikit-learn azure code
Hands-On Python Deep Learning for the Web
Use the power of deep learning with Python to build and deploy intelligent web applications.
deep-learning web-development tensorflow keras
Predicting mortgage approvals: EDA and Azure ML Studio
Introductory EDA (Exploratory Data Analysis) on mortgage approvals. Our goal is to explore and analyze the data then we design a predictor on Azure ML ...
machine-learning azure classification visualization
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