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
Gradient Descent
Linear Regression
Neural Network

Published on July 8, 2022