Creating Custom Callbacks in Keras
Create custom callback functions in Keras.
Use custom callback functions in Keras.
In this 1.5-hour long project-based course, you will learn to create a custom callback function in Keras and use the callback during a model training process. We will implement the callback function to perform three tasks: Write a log file during the training process, plot the training metrics in a graph during the training process, and reduce the learning rate during the training with each epoch. This course runs on Coursera's hands-on project platform called Rhyme. On Rhyme, you do projects in a hands-on manner in your browser. You will get instant access to pre-configured cloud desktops containing all of the software and data you need for the project. Everything is already set up directly in your Internet browser so you can just focus on learning. For this project, you’ll get instant access to a cloud desktop with (e.g. Python, Jupyter, and Tensorflow) pre-installed. Prerequisites: In order to be successful in this project, you should be familiar with Python, Neural Networks, and the Keras framework. 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.
Skills you will develop
Learn step-by-step
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Introduction and Importing Libraries
Importing and Preprocessing Data
Creating the Model
Creating the Callback
Training the Model
How Guided Projects work
Your workspace is a cloud desktop right in your browser, no download required
In a split-screen video, your instructor guides you step-by-step
Frequently asked questions
Frequently Asked Questions
What will I get if I purchase a Guided Project?
Are Guided Projects available on desktop and mobile?
Who are the instructors for Guided Projects?
Can I download the work from my Guided Project after I complete it?
What is the refund policy?
Is financial aid available?
Can I audit a Guided Project and watch the video portion for free?
How much experience do I need to do this Guided Project?
Can I complete this Guided Project right through my web browser, instead of installing special software?
What is the learning experience like with Guided Projects?
More questions? Visit the Learner Help Center.
Coursera Footer
