TensorFlow and Keras

Immunotherapy

  • Description: Use Keras and TensorFlow to create deep learning models. Deploy the model on Connect, and use a REST API for pre and post-processing.
  • Data: Immunotherapy
  • Keywords: Machine learning, TensorFlow, Keras, Plumber

Customer Churn

  • Description: Recreate the example in the “Deep Learning With Keras To Predict Customer Churn” post, published by Matt Dancho in the Tensorflow R package’s blog. The goal is to analyze the Telco Customer Churn Data using R with Keras and Tensorflow.
  • Data: Customer churn
  • Keywords: Machine learning, TensorFlow, Keras, Shiny