《Neural Networks for Machine Learning》课程的一些考试还是很有挑战性的，博主搜了一些公共资源，有助于学习。
https://www.coursera.org/learn/neural-networks/home/welcome
Lecture 1 Quiz
https://github.com/vaquarkhan/Machine-Learning/wiki/neural-networks-Lecture-1-Quiz
week-2/QUIZ
https://github.com/rprata/neural-networks-for-machine-learning/blob/master/week-2/QUIZ.md
week-3/QUIZ
https://github.com/nguyen-toan/Coursera_NN_for_ML/blob/master/Week03_quiz.txt
Programming Assignment 1
https://blog.csdn.net/SophieCXT/article/details/80426539
week-4/QUIZ
https://github.com/codekiln/aiml/tree/master/courses/neural_networks_geoffrey_hinton/week04_predicting_words
week-5/QUIZ
第二题 0.982 0.881 1.000 0.982
第三题 sum pooling
w1=1,w2=1 linear
average pooling
w1=1/3，w2=1/3 logistic
第五题 w2和w3
−(t−y)[u1h1(1−h1)+u2h2(1−h2)]x2
w1和w2
−2(t−y)(u2h2(1−h2)x2)
https://blog.csdn.net/SophieCXT/article/details/80866417
Programming Assignment 2
第四题 5.521
第五题选model C
https://blog.csdn.net/SophieCXT/article/details/80869560
week-7/QUIZ
第六题 选T=1的x1连两个和h1连两个
https://github.com/codekiln/aiml/tree/master/courses/neural_networks_geoffrey_hinton/week07_modeling_sequences_with_RNNs
week-8/QUIZ
第一题选...flexible
第二题 1000
第三题 4629000
第四题 选overfitting
第六题 选Pick a character according to that distribution
https://github.com/fcrimins/fcrimins.github.io/wiki/Notes-for-Geoff-Hinton%27s-Coursera-ML-course
week-9/QUIZ
https://github.com/fcrimins/fcrimins.github.io/wiki/Notes-for-Geoff-Hinton%27s-Coursera-ML-course
Programming Assignment 3
https://github.com/liufuyang/course-Neural-Networks-for-Machine-Learning/tree/master/Assignment3
week-10/QUIZ
https://github.com/fcrimins/fcrimins.github.io/wiki/Notes-for-Geoff-Hinton%27s-Coursera-ML-course
week-11/QUIZ
https://github.com/fcrimins/fcrimins.github.io/wiki/Notes-for-Geoff-Hinton%27s-Coursera-ML-course
week-12/QUIZ
https://github.com/fcrimins/fcrimins.github.io/wiki/Notes-for-Geoff-Hinton%27s-Coursera-ML-course
Programming Assignment 4
https://github.com/liufuyang/course-Neural-Networks-for-Machine-Learning/tree/master/Assignment4
week-13/QUIZ
https://github.com/fcrimins/fcrimins.github.io/wiki/Notes-for-Geoff-Hinton%27s-Coursera-ML-course
week-14/QUIZ
https://github.com/fcrimins/fcrimins.github.io/wiki/Notes-for-Geoff-Hinton%27s-Coursera-ML-course
week-15/QUIZ
https://github.com/fcrimins/fcrimins.github.io/wiki/Notes-for-Geoff-Hinton%27s-Coursera-ML-course
Final test
https://github.com/fcrimins/fcrimins.github.io/wiki/Notes-for-Geoff-Hinton%27s-Coursera-ML-course
附另一门课程《machine learning》的学习资料
作业
链接: https://pan.baidu.com/s/1R6q2WAZkzQMKlkt0ACrYIw 密码: 3ur4