SOLUTIONS MANUAL
,Instructor’s Solution Manual for “Neural Networks and
Deep Learning”
Charu C. Aggarwal
IBM T. J. Watson Research Center
Yorktown Heights, NY
May 17, 2018
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, Contents
1 An Introduction to Neural Networks 1
2 Machine Learning with Shallow Neural Networks 5
3 Training Deep Neural Networks 9
4 Teaching Deep Learners to Generalize 15
5 Radial Basis Function Networks 19
6 Restricted Boltzmann Machines 23
7 Recurrent Neural Networks 25
8 Convolutional Neural Networks 29
9 Deep Reinforcement Learning 33
10 Advanced Topics in Deep Learning 35
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