Lectures

• 4.1.3 Video: Introduction to Neural Networks

  Subject(s) Module 4. Introduction to Deep Learning
  

• 4.1.4 Video: From the Perceptron to Deep Neural Networks

  Subject(s) Module 4. Introduction to Deep Learning
  

• 4.2.2 Video: Neural Networks are Universal Approximators

  Subject(s) Module 4. Introduction to Deep Learning
  

• 4.3.2 Video: Backpropagation Algorithm

  Subject(s) Module 4. Introduction to Deep Learning
  

• 4.3.3 Video: Stochastic Gradient Descent

  Subject(s) Module 4. Introduction to Deep Learning
  

• 4.3.4 Video: Stochastic Gradient Descent with Momentum

  Subject(s) Module 4. Introduction to Deep Learning
  

• 4.3.5 Video: Adam Optimization Algorithm

  Subject(s) Module 4. Introduction to Deep Learning
  

• 5.1.4 Video: Learning to Interact

  Subject(s) Module 5. Introduction to Reinforcement Learning
  

• 5.2.2 Video: Tabular Q-Learning

  Subject(s) Module 5. Introduction to Reinforcement Learning
  

• 5.3.2 Video: Deep Reinforcement Learning

  Subject(s) Module 5. Introduction to Reinforcement Learning
  

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/