This Diploma in AI-Powered Chatbot Development offers a practical and theoretical approach to developing chatbots using Artificial Intelligence (AI) and Natural Language Processing (NLP). From the fundamentals of NLP to the development of VoiceBots and chatbots for platforms such as Facebook Messenger, you will learn to implement these tools using languages and frameworks such as Python, ChatterBot and Chatfuel. Furthermore, the course delves into syntactic, semantic and pragmatic analysis, providing a comprehensive understanding of how chatbots comprehend, process and respond to human language. This course is designed to equip you with essential skills in one of the most innovative fields of modern technology.
Cross-cutting
AI Academy
25 hours
Development of AI-powered chatbots
AI Academy
25 hours
Introduction
Objectives
· Understand the key concepts of NLP and their relevance to chatbot development. · Learn how to implement NLP in Python using libraries such as NLTK. · Analyse syntactic and semantic structures to understand language processing. · Develop functional chatbots using tools such as ChatterBot and Chatfuel. · Explore the differences between AI, bots and chatbots, and how they integrate. · Identify areas of application for VoiceBots and chatbots within the industry. · Apply techniques for extracting and retrieving information from texts.
Table of Contents
TEACHING UNIT 1. INTRODUCTION TO PLN TEACHING UNIT 2. PLN IN PYTHON TEACHING UNIT 3. SYNTAX COMPUTATION FOR PLN TEACHING UNIT 4. SEMANTIC COMPUTATION FOR NLP TEACHING UNIT 5. INFORMATION RETRIEVAL AND EXTRACTION TEACHING UNIT 6. WHAT IS A CHATBOT? TEACHING UNIT 7. THE RELATIONSHIP BETWEEN AI AND CHATBOTS TEACHING UNIT 8. AREAS OF APPLICATION FOR CHATBOTS
More related courses
Cross-cutting
Cross-cutting
Cross-cutting