Lecture 18: Artificial Neural Networks 2 - Anatomy of ANN

Key Word(s): Artificial Neural Networks (ANN), Activation Functions, Loss Function, Output Units, Perceptron, Multilayer Perceptron (MLP), Universal Approximitation Theorem

Slides

• PDF | Lecture 18: Artificial Neural Networks 2 - Anatomy of NN
• PPTX | Lecture 18: Artificial Neural Networks 2 - Anatomy of NN

Associated Materials

• Notebook | Standard Section 9: Artificial Neural Networks Continued
• Notebook | Lab 10: Keras for Artificial Neural Network
• Notebook | Lab 7: NumPy for Building an Artificial Neural Network and Dealing with Missing Values
• Notebook | Standard Section 6: Feed Forward Artificial Neural Networks