Deep-Dive into Tensorflow Activation Functions
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). In this 2 hour course-based project, you will join me in a deep-dive into an exhaustive list of activation functions usable in Tensorflow and other frameworks.
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- Level Intermediate
- Duration 2 hours
- Course by Coursera Project Network
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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). In this 2 hour course-based project, you will join me in a deep-dive into an exhaustive list of activation functions usable in Tensorflow and other frameworks. I will explain the working details of each activation function, describe the differences between each and their pros and cons, and I will demonstrate each function being used, both from scratch and within Tensorflow. Join me and boost your AI & machine learning knowledge, while also receiving a certificate to boost your resume in the process! 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.Modules
Deep Dive into Tensorflow Activation Functions
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Assignment
- Graded Quiz: Test your Project understanding
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Labs
- Deep Dive into Tensorflow Activation Functions
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- Project-based Course Overview
Auto Summary
"Deep-Dive into Tensorflow Activation Functions" is a 2-hour professional course focusing on the essential activation functions in neural networks. Led by an expert instructor, this course explores the intricacies, pros, and cons of various activation functions, both theoretically and practically within Tensorflow. Ideal for those with foundational Tensorflow knowledge, it offers a detailed understanding to enhance your AI and machine learning skills. Available through Coursera, this course is best suited for learners in North America, offering a certificate upon completion to bolster your resume.
Charles Ivan Niswander II