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Image Classification and Deep Learning with OCI Data Science

About This Workshop

Youtube Video

About This Workshop
In this hands-on lab, you will learn how to create your own deep learning model in OCI Data Science to diagnose pneumonia on chest x-ray images of patients. You will configure your tenancy to work with OCI Data Science, create a project and a notebook. Then, you will train a custom deep learning image classification model. You will also apply transfer learning technique on a pre-trained model to adapt to this task. Finally you will deploy your model for consumption by third-party applications.

Workshop Info

1 hour, 30 minutes
  • Learn about the Data Science service
  • Configure your account to use the Data Science service
  • Create a Project and  Notebook Session
  • Train image classification models
  • Shut down resources
  • Familiarity with Python
  • Familiarity with Oracle Cloud Infrastructure (OCI) is helpful
  • Familiarity with machine learning model building process is helpful

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