8. CHATBOT CONTEXT
• Chatbot framework needs a structure in which conversational intents are
defined (this can JSON file)
• Conversational intent contains:
• tag (unique name)
• patterns (sentence patterns for neural network text classifier)
• responses (one will be used as a response)
15. KEY PARAMETERS
• Cost Function - score for each candidate parameter, shows sum of
errors in predicting.The higher the cost, the worse the model
parameters will be
• Epoch - each step of looping through all data to update the model
parameters
• Learning rate - the size of the learning step
19. WHYTENSORFLOW?
• TensorFlow has become the tool of choice to implement machine
learning solutions
• Developed by Google and supported by its flourishing community
• Gives a way to easily implement industry-standard code