Introduction to Natural Language Processing (NLP) | What is Natural Language Processing?

Learn the basics of natural language processing: the components of NLP (entities, relations, concepts, semantic roles…), enterprise applications of NLP, and finally build a simple FAQ Chatbot in dialogflow.

Table of contents:
0:00 Introduction
4:01 Why NLP is difficult
8:15 Turing test
14:30 Criticisms
17:18 Rulebased versus statistical
19:56 Encoding Words
22:09 Word Math
29:12 Resources
30:15 What is Diagflow
31:43 Creating an intent
40:10 Entities
44:36 Prebuilt Agents
48:06 Slot filling
50:53 Idea followup
51:37 Intent followup
53:06 Action parameters
56:33 Fulfilment

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[meharabbas]

Thank you, I learned a lot from this video about how chatbots work

[convoluted]

please provide additonal resouces mentioned in the vid

[luqmanahmad]

Can we apply Machine learning to increase efficiency?