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Classroom Contents
BYOB - Build Your Own Bot
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- 1 Intro
- 2 About me
- 3 FAQ Assistance
- 4 Personalized Assistance
- 5 Use Cases
- 6 Personal Experience
- 7 Banking bots
- 8 Machine learning
- 9 What is intended recognition
- 10 Bot definition
- 11 Intent recognition
- 12 Named entities
- 13 Dialogue management
- 14 Conversational design
- 15 Define your problem
- 16 Data driven dialog systems
- 17 Data augmentation
- 18 TFIDF
- 19 Embeddings
- 20 Handling fallback
- 21 Handling misclassified intent
- 22 Using generative models
- 23 Combining generative models with intent classification
- 24 Is generative models good
- 25 Feedback mechanism
- 26 Examples
- 27 trickiest part of working with chatbots
- 28 stop words
- 29 negations
- 30 multiple intents
- 31 presentation slides
- 32 RAZ vs Dialogflow
