Building Chatbots with Python: Using Natural Language Processing and Machine Learning - Brossura

Raj, Sumit

Brossura

ISBN 10: 1484240979 ISBN 13: 9781484240977

Casa editrice: Apress, 2019

Riassunto

Chapter 1: Introducing Chatbots 

Chapter Goal: Make the user get familiar with Chatbots.

Sub -Topics

1. Do's and Don'ts in Chatbots

2. What are the limitations of chatbots and how we should solve them?

3. What are different kind of chatbots ? Where do they fit in ?

Chapter 2: Natural Language Processing

Chapter Goal: Be able to do custom natural language processing platform for your chatbots

Sub - Topics

1. Installation of NLTK and methods in natural language processing.

2. POS Tagging, Stemming, Lemmetization, 

3. Logical Semantics

Chapter 3: Chatbot Development

Chapter Goal: Building a chatbot and defining its data constraints

Sub - Topics:  

1. Using api.ai platform to create a chatbot

2. Feeding data and defining Intents and entities

Chapter 4: Chatbot Communication

Chapter Goal: Enabling communication with the bot to make the bot respond to your queries.

Sub - Topics:  

1.   Making our chatbot respond to our queries

2.   Integration and Deployment

Chapter 5: Build-Train-Deploy

Chapter Goal: To build, train and deploy a chatbot of your own 

Sub - Topics: 

1.  Getting acclimatize to use open source libraries to train your data

2.  Defining Intents and entities on your data

3.  Using ML algorithms to predict the intent and take action based on that

4.  Using your code in a web app to make a conversational agent.

5.  Deploy your app on your own server with AWS

Dettagli dell?edizione

• Editore: Apress
• Data di pubblicazione: 2019
• ISBN 10: 1484240979
• ISBN 13: 9781484240977
• Rilegatura: Paperback
• Lingua: Inglese
• Contatto del produttore: non disponibile