1 - NLP Practices for Chatbot Development

  02 - Tokenization.mp4

  04 - Lemmatization.mp4

  06 - Word Embedding.mp4

  08 - Text Classification.mp4

 2 - Building a Retrieval-Based Chatbot

  10 - Choosing the Ideal Similarity Measures.mp4

  12 - Building Your First Functional Chatbot.mp4

 3 - Integrating Neural Networks

  14 - Transitioning from Linear Models to Nonlinear Neural Networks.mp4

  16 - Training Word2vec Models.mp4

  18 - Applying LSTM to Named Entity Recognition.mp4

 4 - Generative Chatbots - Chatbots of the future

  21 - Incorporating Sequence2Sequence Models.mp4

  23 - Preprocessing the Data.mp4

  25 - Building the Decoder.mp4

  27 - Deploying the Chatbot.mp4

 5 - Making Your Chatbot Attentive

  29 - Attention Mechanisms in Images.mp4

  31 - Implementing Attention.mp4

  33 - Training and Evaluating the Model.mp4

 6 - Contextual Generative Chatbots

  35 - Comparing States and Transitions.mp4

  37 - Building a Contextually Aware System.mp4

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