Machine Learning Basics
Here's a cheat sheet for Neural Network pipeline from data input, forward pass with weight adjustments & loss evaluation, to gradient descent via backpropagation. Gradient descent is also super useful in Graphics for applications such as Inverse Kinematics🦾.
Topics Covered
- Gradient Descent
- Linear Regression
- Neural Network Overview



Published on July 8, 2022