1 -Sequence Modeling
2 -Recurrent Neural Networks
3 -Elman RNN
4 -Continuing from Last Lecture
5 -Classifying Surname Nationality Using a Character RNN
6 -Vectorization Data Structures
7 -END-OF-SEQUENCE and SurnameVectorizer
8 -Continuing from Last Lecture
9 -Unconditioned SurnameGenerationModel
10 -Continuing from Last Lecture
11 -Conditioned SurnameGenerationModel
12 -Training Routine and Results
13 -Continuing from Last Lecture
14 -Machine Translation Dataset
15 -Vectorization Pipeline for NMT
16 -Continuing from Last Lecture
17 -Encoding and Decoding
18 -NMTDecoder constructs