Key Concepts in Calculus: Rate of Change
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The measurement of the rate of change is an integral concept in differential calculus, which concerns the mathematics of change and infinitesimals. It allows us to find the relationship between two changing variables and how these affect one another.
The measurement of the rate of change is also essential for machine learning, such as in applying gradient descent as the optimisation algorithm to train a neural network model.
In this tutorial, you will discover the rate of change as one of the key concepts in calculus, and the importance of measuring it.
After completing this tutorial, you will know:
- How the rate of change of linear and non-linear functions is measured.
- Why the measurement of the rate of change