本文章内容:
Coursera吴恩达深度学习课程,第一课神经网络和深度学习Neural Networks and Deep Learning,
第一周:深度学习引言(Introduction to Deep Learning)
部分的测验,题目及答案截图。
正确:ABC
deep learning 已经在各个领域取得有效进展也是飞速加快的一个原因。
NN 不是一个新的领域,Neural Networks have been around for decades.
正确:ABD
C在图中,train大数据比小数据更慢。
D正确,For example, we discussed how switching from sigmoid to ReLU activation functions allows faster training.
RELU 函数会加快训练的速度。
Finding the characteristics of a model is key to have good performance. Although experience can help, it requires multiple iterations to build a good model.
一个模型的关键是要有好的结果,经验是有用的,但也需要几次迭代才能build 一个好model。
A正确,We can train it on many pairs of sentences x (English) and y (French).
C正确,An RNN can map from a sequence of english words to a sequence of french words.
D与题无关。
C正确Bringing more data to a model is almost always beneficial.大数据比小数据好,大数据几乎总是有益处的
D正确According to the trends in the figure above, big networks usually perform better than small networks.大网络比小网络好