Google Analytics type of data for everything that they're selling.

谷歌分析他们卖出的所有东西的数据。

What we want to do is mix in all types of data.

我们要做的是混合所有类型的数据.

So we use several different types of data in making our projections on election night.

所以我们在选举之夜使用了几种不同类型的数据来做预测。

It can track a wider variety of activities because it's able to collect more types of data.

它之所以应用广泛，是由于它对各类数据强大的收集能力。

Binary code is also used for far more complex types of data.

二进制代码也用于更复杂类型的数据。

But this approach doesn't work for many other types of data transmission.

但这种方法不适用于许多其他类型的数据传输。

We'll get to those more advanced types of data storage in a future episode.

我们将在以后的节目中介绍那些更高级的数据存储类型。

Instead, each type of data is encoded in binary according to a separate set of rules.

相反，每种类型的数据都根据一组单独的规则以二进制编码。

This type of data collection is important because it really allows us to see signals that are really important to the communities.

这种类型的数据收集很重要，因为它真的让我们能够看到对社区非常重要的信号。

To assign data to our entity, first let's decide what type of data we want to give it.

要将数据分配给我们的实体，首先让我们决定要为其提供什么类型的数据。

Overall, it's extremely useful to have compression techniques for all the types of data I discussed today.

总的来说，对我今天讨论的所有类型的数据使用压缩技术都非常有用。

And we can then combine that with other types of data, like, for example, how deep the sea floor is.

然后我们可以将其与其他类型的数据结合起来， 例如，海底有多深。

For different types of data where we had learned on how to manipulate the data and use it in a right and efficient manner.

对于不同类型的数据，我们已经学会了如何操作数据，并以正确有效的方式使用它。

They have an API that they've just released, which means it's a way for researchers to plug in and access certain types of data.

他们有一个刚刚发布的 API，这是一种让研究人员进入访问某些类型数据的方式。

And in order to understand these processes in the universe, we need large telescopes in space to send us back this type of data.

为了理解宇宙中的这些过程，我们需要太空中的大型望远镜向我们发送这类数据。

So the newest, greatest AI systems are now powered with the second and third types of data that are crafted and judged by human workers.

最新最好的 AI 系统现已接入了第二种和第三种数据，由人类员工创建、评判。

On the other hand, there are good technical reasons why you might want different types of data to flow at different speeds.

另一方面，出于技术原因，您可能希望不同类型的数据以不同的速度流动。

And some were designing new devices and peripheral add-ons that could be connected to the platform to measure new types of data that I had never heard of before.

有些人设计出了新设备和周边附件，连到平台上测量一些我闻所未闻的新型数据。

Today, as Niven Narain of BERG Health, an AI and biotechnology firm in Framingham, Massachusetts, points out, it is not humanly possible to comprehend all the various types of data.

今天，正如马萨诸塞州弗雷明汉（Framingham）的AI和生物技术公司BERG Health的尼文·纳拉因（Niven Narain）所指出的，要理解所有不同类型的数据已非人力所及。

OK, so there are, roughly speaking, three types of data that modern AI is trained on: raw web data, crafted examples custom developed for AI training, and then human judgments, also known as human feedback on AI performance.

现在的 AI 大概由 3 类数据训练而成：原始网页数据、专为 AI 训练定制的人工实例和人类判断，也就是人类就 AI 的表现提供的反馈。