You've learned how to use Tensorflow. You've learned the important functions, how to design and implement sequential and functional models, and have completed several test projects. What's next? It's time to take a deep dive into activation functions, the essential function of every node and layer of a neural network, deciding whether to fire or not to fire, and adding an element of non-linearity (in most cases).
Deep-Dive into Tensorflow Activation Functions
Instructor: Charles Ivan Niswander II
Sponsored by ITC-Infotech
Recommended experience
What you'll learn
Learn when, where, why and how to use different activation functions and for which situations
Code examples of each activation function from scratch in Python
Details to know
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About this Guided Project
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:
Review the Activation Functions, Their Properties & the Principle of Nonlinearity
Implementing Linear and Binary Step Activations
Implementing Ridge-based Activation Functions (ReLu family)
Implementing Variations of Relu & the Swish Family of Non-Monotonic Activations
Implementing Radial-based Activation Functions (RBF family)
Recommended experience
Python Experience; Beginner Tensorflow
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How you'll learn
Skill-based, hands-on learning
Practice new skills by completing job-related tasks.
Expert guidance
Follow along with pre-recorded videos from experts using a unique side-by-side interface.
No downloads or installation required
Access the tools and resources you need in a pre-configured cloud workspace.
Available only on desktop
This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
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