Estimate the Constant Iteratively
Explore the iterative process of estimating a constant value in a model by adjusting guesses based on error. Learn how refining parameters step-by-step forms the foundation of training neural networks and how this approach differs from traditional formula-based problem solving.
We'll cover the following...
We'll cover the following...
Calculate the constant
What should we do to work out that missing constant ? Let’s pick a value at random and give it a go! Let’s try and see what happens.
Here, we have , where kilometers is and is our current guess at . That gives us miles. That’s not bad at all, given that we chose at random. However, we know it’s not exactly right because the answer should be .
We are wrong by ...