Join us on a new episode of Azure AI Show on January 4, 2021 at 10:00 AM EDT with Stephen SIMON.
ABSTRACT
With automated machine learning, you can automate away time-intensive tasks. Automated machine learning rapidly iterates over many combinations of algorithms and hyperparameters to help you find the best model based on a success metric of your choosing.
AGENDA
In this episode of Azure AI Show, we'll use automated machine learning in Azure Machine Learning to create a regression model to predict NYC taxi fare prices. This process accepts training data and configuration settings, and automatically iterates through combinations of different feature normalization/standardization methods, models, and hyperparameter settings to arrive at the best model.
- Download, transform, and clean data using Azure Open Datasets
- Train an automated machine learning regression model
- Calculate model accuracy
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