Natural Language Processing 101 - Dialogflow Chatbot
Dive into the fundamentals of natural language processing (NLP) in this comprehensive tutorial video. Explore key NLP components including entities, relations, concepts, and semantic roles, and discover enterprise applications of this technology. Learn why NLP is challenging, understand the Turing Test and its criticisms, and compare rule-based and statistical approaches. Gain practical skills by building a simple FAQ chatbot using Dialogflow, covering topics such as creating intents, working with entities, utilizing prebuilt agents, and implementing slot filling. Led by Chris Shei, technical evangelist at Jet.com and Data Science Dojo alumnus, this tutorial offers valuable insights into NLP and chatbot development for both beginners and intermediate learners.