We talked about images, how images are being formed.

Why do apples fall down?

It turns out that when we talk about an algorithm called the Support Vector

And when I went to find out something,

Let's call that p.

Of course, I am. It's the scientific method.

I'd therefore like to propose that we employ, we enlist, the cutting edge field of copyright math whenever we approach this subject.

Then I can find the best solution for all the landmark positions or the world positions by a very simple mathematical trick that is completely counterintuitive.

Well, the answer is explained by Newton's Second Law.

Hopefully it will clarify things a little bit.

However, errors and nature have something in common, none of them are under our control.

And then and only then, we throw down that mathematical structure.

But finding the hard evidence is a very complicated endeavor.

I don't know.

Now, are we done? Have we written what we have here in scientific notation?

let's remember what it means to be in scientific notation.

It also shaped Darwin's scientific method, as well as that used by his peers.

Can we be a little bit more formal and mathematical to show why it is that what this is computing is the product of a and b?

The answer, of course, is you put the part back in, and you try to remove other parts. Why is that so?

And this is, obviously, not less than 10.

And my colleague, James Fowler and I have been studying for quite sometime what are the mathematical, social, biological and psychological rules that govern how these networks are assembled and what are the similar rules that govern how they operate, how they affect our lives.

But this is not quite official scientific notation.

Don't worry about what the code's doing at this point, I'll be covering that in the lessons ahead.

Wow, wow!

Are, the, the mathematical underpinnings of.

HHelping her with some math. No, bullshit.

It's actually a big name for little thing but this little thing again has big consequences.

Burning lots of midnight oil.

This is a book on Optimal Transport, it is a problem involving mathematics, engineering, probability and geometry everything that was said.

And essentially what Bayes did was to provide a mathematical way using probability theory to characterize, describe, the way that scientists find out about the world.

Now this brings me to a basic categorization in the way scientific discoveries are made.

There's a lot of really rigorous science there.

Show it to you mathematically instead of this

The answer?

I am out of my element in math.

I am weak in math.

Then they test that new hypothesis and so on and so forth.

The nearest thing that I know, is to arrive at decisions, rather than make them.

How did we design the algorithms to do this?

Once you've done that, then there's the computation step.

And this isn't really going to be a finance video.

Music is a mathematical language.

John is good at maths.

John is good at math.

And I think in that sense, this fits really nicely with this lateral thinking idea.