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01 Leveraging deep learning for natural language processing
01:14
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02 Introduction to natural language processing
03:16
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03 Introduction to word encodings
05:25
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04 Tokenization using TensorFlow
06:44
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05 Padding the sequences
06:47
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06 Challenge Recognizing sarcasm in the text
01:58
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07 Solution Recognizing sarcasm in the text
02:24
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08 Introduction to word embeddings
04:04
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09 Classifying movie reviews using TensorFlow
10:20
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10 Projecting vectors using TensorFlow
04:29
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11 Building a text classifier
09:12
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12 Challenge Text classification
01:24
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13 Solution Text classification
05:15
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14 Introduction to RNNs
05:14
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16 Improving your movie review classifier
04:46
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17 Challenge Yelp review classifier
01:29
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18 Solution Yelp review classifier
03:57
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19 Introduction to text generation
04:45
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20 Predicting the next word
08:46
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21 Challenge Generate poetry
01:24
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22 Solution Generate poetry
06:55
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23 Learning more about NLP with TensorFlow
00:42
