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[FreeCoursesOnline.Me] [Packt] Interactive Chatbots with TensorFlow [FCO]

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视频 2019-6-26 14:47 2024-11-23 22:07 161 434.71 MB 38
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文件列表
  1. 1 - NLP Practices for Chatbot Development/01 - The Course Overview.mp418.77MB
  2. 1 - NLP Practices for Chatbot Development/02 - Tokenization.mp435.65MB
  3. 1 - NLP Practices for Chatbot Development/03 - Stemming.mp48.23MB
  4. 1 - NLP Practices for Chatbot Development/04 - Lemmatization.mp45.07MB
  5. 1 - NLP Practices for Chatbot Development/05 - Vectorization.mp49.34MB
  6. 1 - NLP Practices for Chatbot Development/06 - Word Embedding.mp46.95MB
  7. 1 - NLP Practices for Chatbot Development/07 - Named Entity Recognition.mp45.6MB
  8. 1 - NLP Practices for Chatbot Development/08 - Text Classification.mp44.51MB
  9. 2 - Building a Retrieval-Based Chatbot/09 - Understanding Retrieval-Based Chatbots.mp45.83MB
  10. 2 - Building a Retrieval-Based Chatbot/10 - Choosing the Ideal Similarity Measures.mp45.82MB
  11. 2 - Building a Retrieval-Based Chatbot/11 - Preparing Data for Your First Retrieval Chatbot.mp41.89MB
  12. 2 - Building a Retrieval-Based Chatbot/12 - Building Your First Functional Chatbot.mp46.56MB
  13. 3 - Integrating Neural Networks/13 - Implementing Linear Models.mp415.85MB
  14. 3 - Integrating Neural Networks/14 - Transitioning from Linear Models to Nonlinear Neural Networks.mp45.53MB
  15. 3 - Integrating Neural Networks/15 - Understanding Overfitting and Regularization.mp428.36MB
  16. 3 - Integrating Neural Networks/16 - Training Word2vec Models.mp411.54MB
  17. 3 - Integrating Neural Networks/17 - Deploying Recurrent Neural Networks (RNNs).mp41.91MB
  18. 3 - Integrating Neural Networks/18 - Applying LSTM to Named Entity Recognition.mp425.45MB
  19. 3 - Integrating Neural Networks/19 - Text Classification Using LSTM.mp421.18MB
  20. 4 - Generative Chatbots - Chatbots of the future/20 - Understanding Generative Chatbots.mp42.52MB
  21. 4 - Generative Chatbots - Chatbots of the future/21 - Incorporating Sequence2Sequence Models.mp42.77MB
  22. 4 - Generative Chatbots - Chatbots of the future/22 - Preparing Data for the Model.mp414.05MB
  23. 4 - Generative Chatbots - Chatbots of the future/23 - Preprocessing the Data.mp414.77MB
  24. 4 - Generative Chatbots - Chatbots of the future/24 - Building the Encoder.mp422.83MB
  25. 4 - Generative Chatbots - Chatbots of the future/25 - Building the Decoder.mp44.61MB
  26. 4 - Generative Chatbots - Chatbots of the future/26 - Training and Evaluating the Model.mp412.12MB
  27. 4 - Generative Chatbots - Chatbots of the future/27 - Deploying the Chatbot.mp48.56MB
  28. 5 - Making Your Chatbot Attentive/28 - Understanding Attention.mp43.39MB
  29. 5 - Making Your Chatbot Attentive/29 - Attention Mechanisms in Images.mp43.91MB
  30. 5 - Making Your Chatbot Attentive/30 - Soft versus Hard Attention.mp41.68MB
  31. 5 - Making Your Chatbot Attentive/31 - Implementing Attention.mp42.74MB
  32. 5 - Making Your Chatbot Attentive/32 - Adding Attention to Our seq2seq Model.mp49.13MB
  33. 5 - Making Your Chatbot Attentive/33 - Training and Evaluating the Model.mp433.16MB
  34. 6 - Contextual Generative Chatbots/34 - What Is Context.mp42.61MB
  35. 6 - Contextual Generative Chatbots/35 - Comparing States and Transitions.mp43.82MB
  36. 6 - Contextual Generative Chatbots/36 - Complete System Overview.mp42.39MB
  37. 6 - Contextual Generative Chatbots/37 - Building a Contextually Aware System.mp437.82MB
  38. 6 - Contextual Generative Chatbots/38 - Conclusion.mp427.76MB
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