coursera

Neural Network Visualizer Web App with Python


  • flag Coursera
  • student Intermediate
  • database eLearning
  • earth English
  • clock 2h

About

In this 2 hour long project-based course^ you will learn to create a Neural Network Visualizer web application using Streamlit^ and a simple model server using Keras and Flask. You will also use Keras to train a Neural Network model^ and use Keras functional API to create a model with multiple outputs. We will create a web application that will visualize the outputs of all the nodes of all the layers of the neural network for a given input image. In order to complete this project successfully^ you will need prior programming experience with Python^ understanding of the theory behind neural networks^ and familiarity with Keras. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

Covered topics:

  • Data Science
  • Deep Learning
  • Machine Learning
  • Streamlit
  • keras