Now, what really worries me in this slide is the Other .

Now, what s wrong with shape is summarized in this slide.

You won't find water in this slide.

Now, what's wrong with shape is summarized in this slide.

There's one word I love on that slide.

So a couple of observations stand out for me from this slide.

I can't stay on that one too long.

On this slide, we looked at over fitting for the case of linear regression.

Pages per slide

I've actually already wasted your time on this slide.

On this slide, I've listed a total of five different features.

This is a quote from Edward Wilson's Consilience in terms of what is science. Science is the systematic enterprise of gathering knowledge about the world and organizing and condensing that knowledge into testable laws and theories. And the keyword here is testable.

And on this slide, I'm basically explaining all the problems you have.

And so on this slide, you know this matrix is the matrix A, and this matrix is the matrix A inverse.

But the most overlooked resource to get us to a sustainable energy future, it isn't on this slide.

And this slide here is the best simplification of the Great Divergence story I can offer you.

And that's depicted on this slide.

And I throw this slide in this is me, actually, two months ago and I throw this slide in because here is my favorite animal, chambered nautilus.

So, the people on this slide...

Now, in this slide the white is chalk, and this chalk was deposited in a warm ocean.

So this is a slide of some of our initial results.

That's what you see here on the right side.

There's a lot going on on this slide so I definitely encourage you if you need to to pause the video and look at all the math on this slide slowly to make sure you understand everything that's going on here.

You can see it on the left side.

It seems to me that there are five key lessons that I've shown on this slide that are critically important for effective task shifting.

So when the video pauses, please answer the question on the slide.

This slide sums up thousands of pages of technical documents that we've been working on over the past two years.

Something as dramatic as our identity has now become a matter of choice, as this slide is meant to indicate.

And what we want to do, in the rest of this slide, is figure out what does it mean to compute the inverse of a matrix.

And that's depicted on this slide. This is your skin.

You can see from the slide, very very strong.

And so if we look right here the ones that you're probably familiar with are going to be solids.

So we're gonna investigate that in more detail on this next slide.

India has the youngest growing population in the world.

(Laughter)

We're going to do exactly what we outlined in the previous slide.

This is the community that I originally showed you the slide of.

I just showed you in the previous slide.

And the most common of these is in a device that looks like the thing on the left.

So this little slide here shows you an optometrist and the little blue person represents about 10,000 people and that's the ratio in the U.K.

That's what you see here on the right side.

And I throw this slide in this is me, actually, two months ago and I throw this slide in because here is my favorite animal, chambered nautilus.

That's a guy that is walking on his last day of work.

If you look at where they're located and on this slide it's the red blobs on there there are five that are operating in the Mid East, and the rest of them are in the United States.

That's why the same between the before and after that this shows, it's hard to see the difference.