🗓️ Week 02 - Basics of Neural Networks
In this second week, we will cover a few basic math concepts used in neural networks, try to get an intuition of what machine learning models are and finally explain the architecture a perceptron.
👨🏫 Lecture Slides
Either click on the slide area below or click here to view it in fullscreen. Use your keypad to navigate the slides.
✍️ Homework
- Please go through the slides and the recommended reading material.
📚 Recommended Reading
- Wikipedia articles on Matrix multiplication, matrix addition, element-wise multiplication, and dot product.
- What is a neural network? [Video]