摘要： 1. Guide More generally, consider a classification or regression problem where wewould like to predict the value of some random variable y as a function ofx. To derive a GLM for this problem, we will make the following threeassumptions about the conditional distribution of y given x and about ourmo. 阅读全文

摘要： 1. Guide So far, we’ve seen a regression example, and a classification example. In theregression example, we had y|x; θ ∼ N(μ, σ2), and in the classification one,y|x; θ ∼ Bernoulli(φ), where for some appropriate definitions of μand φasfunctions of x and θ.(μ=θTx, φ=g(θTx))2. The exponential family　. 阅读全文

摘要： 1. Web2.0、DHTML、Ajax Web 2.0的关键概念包括类似应用程序的用户界面和来自多个Web Services的聚合信息。Web页面变得越来越像一个具有良好定义的输入、输出的应用程序。DHTML和Ajax是实现这些概念的技术； DHTML是允许在页面加载完毕后，HTML页面的表现能够变化。这使用Javascript和CSS与浏览器的DOM进行交互来实现。Ajax是DHTML中使用的一项技术，客户端可以获取和显示用户请求的新信息而无需重新加载页面； Ajax表示异步的JavaScript和XML（Asynchronous JavaScript and XML)。Ajax不是... 阅读全文