The superyacht known as the Bayesian had a crew of 10 people and 12 passengers.

这艘为贝叶号的超级游艇上有 10 船员和 12 。

It'll take you from knowing nothing to being able to fully apply Bayes' theorem or multiple linear regression.

将带你从一无所知到能够完全应用贝叶定理或多元线性回归。

You'll learn cutting edge mathematics like information theory, Bayesian networks, and causal inference without calculations getting in the way.

你将学习前沿数学，如信息论、贝叶网络和因果推理，而无需计算。

Which takes us to the other forgotten terms in Bayesian inference.

这就把我们带到了贝叶推理中其他被遗忘的术语。

Like you just said, Bayesian, let's take various theories, right?

就像你刚才说的，贝叶，我们来考虑各种理论，好吗？

Yeah, you're describing like a Bayesian theory, right?

yeah, 你在描述的就是贝叶理论，对吧？

I'm just asking the question, why aren't we applying Bayesian reasoning with confidence intervals?

我只是提出疑问，为什么我们不将贝叶推理与置信区间结合应用呢？

Yeah, I actually like framing it as a Bayesian problem.

是的，我其实喜欢把一个贝叶问题。

But a formal Bayesian layer over something like graffiti would be Very interesting.

但在类似涂鸦库这样的基础上添加一个正式的贝叶层将会非常有趣。

The Bayesian Award goes to... Wait, wait, wait.

贝叶奖颁给......等等，等等，等等。

So what did this sophisticated Bayesian causal modeling spit out?

那么，这种复杂的贝叶因果模型得出了什么结果呢？

One of whom basic inference takes its name from, that's Thomas Bayes.

基本推理的字就来源于其中一位 托马·贝叶。

For this case, we do have a Bayes rule, once more.

对于这种情况，我们再次有贝叶规则。

So that's really, I think, what turned a lot of people Bayesian.

所以, 我认为, 这才是真正让很多人变成贝叶学派的原因。

A common technique for figuring this out is Bayesian knowledge tracing.

贝叶知识追踪常用来解决这个问题。

Let's think in Bayesian terms, right?

让我们用贝叶思维来思考，对吧？

You use Bayesian reasoning to update.

你使用贝叶推理来进行更新。

It's the same formula that you use for Bayesian integration and stuff like that.

这是你用于贝叶积分等东西的同一公式。

So adding some sort of Bayesian reasoning.

因此，加入某种贝叶推理。

I have to do Bayesian updating on this distribution, I have to get expectation and so on.

我需要对这个分布进行贝叶更新，计算期望值等等。