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Home Courses AI skills – Introduction to Unsupervised, Deep and Reinforcement Learning Course materials Readings 4.1.1 Welcome

4.1.1 Welcome

Course subject(s) Module 4. Introduction to Deep Learning

In this section you will learn the foundations of Deep Learning, understand how to build neural networks, and learn how to lead successful machine learning projects. You will learn about fully connected neural networks, some theoretical aspects of deep learning, the back-propagation algorithm, ADAM, and much more.

In this subsection we will introduce neural networks and define fully connected neural networks with multiple hidden layers. After this subsection, you should be able to:

  • build fully connected neural networks of multiple hidden layers and with multiple neurons per layer
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AI Skills: Introduction to Unsupervised, Deep and Reinforcement Learning by TU Delft OpenCourseWare is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Based on a work at https://online-learning.tudelft.nl/courses/ai-skills-introduction-to-unsupervised-deep-and-reinforcement-learning/
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