Search⌘ K

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...

Calculate the constant cc

What should we do to work out that missing constant cc? Let’s pick a value at random and give it a go! Let’s try c=0.5c = 0.5 and see what happens.

Here, we have miles\text{miles} =kilometers= \text{kilometers} \cdot c\textit{c}, where kilometers is 100100 and cc is our current guess at 0.50.5. That gives us 5050 miles. That’s not bad at all, given that we chose c=0.5c = 0.5 at random. However, we know it’s not exactly right because the answer should be 62.13762.137.

We are wrong by ...