Data Sets

Data sets in rows

Data sets in columns

Given similar data sets.

ParaView allows viewing of large data sets

Data sets nowadays are mostly fairly big.

So you want to learn from large data sets, at least when we can get such large data sets.

Look at the pictures these data sets print.

It's really great about the real world as we gain more data like the world wide web or medical data sets or financial data sets.

That is, algorithms but viewing with big data sets.

And this is actually pretty realistic for many modern data sets.

Statistics I, you're gonna deal with. Much more complicated data sets.

So, what we do we've merged a lot of different data sets.

In 1 dimensional data sets that are numerical, this could be informative.

And there are some standard data sets, one called MNEST, one called

In these next few videos, we'll talk about algorithms for dealing when we have such massive data sets. So why do we want to use such large data sets?

And attempts to do so has resulted in very small image data sets.

One is very large data sets, and one is very large feature spaces.

Research data, data sets, databases, and protocols should be in the public domain. meaning no copyright restrictions at all.

And it contains all the data from the census plus other data sets that people were willing to contribute.

More formally in the anomaly detection problem, we're give some data sets, x1 through

It's called transparency, open data sets, something the TED community is really on it.

So one of the classic data sets in this was collected at Caltech, and it's called the Caltech 101 data set.

That's a mouthful but it turns out that this is the world's best way to go through big data sets, huge data sets in a way that was just computationally not possible before.

Color Sets

Instruction Sets

You can imagine that this would be most useful for large, complex data structures.

But learning with large data sets comes with its own unique problems, specifically, computational problems.

Both of these were used to plot two different sets of data against each other.

And half way here can actually be measured by average position on certain data sets.

It is complex. Space is complex.

What I want you to do next is look at a more complex data set.

The more complex the hypothesis you allow the more you can just fit your data.

These are human constructs to kind of just get our heads around large sets of data.

But it turns out that very often K Means is also applied to data sets that

Very complex processes with very complex chemicals that fit into very complex receptors.

How complex?

Complex number

Complex Brush

Complex number

Lying's complex.

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