A Journey into Artificial Intelligence
Workshop Overview
This workshop is designed to provide participants with the knowledge and hands-on experience needed to develop a Document AI chatbot. Participants will learn about the concepts of natural language processing, document analysis, and chatbot development using modern tools and frameworks.
Target Audience
* Software developers interested in chatbot development
* Data scientists and engineers looking to work with Document AI
* Professionals interested in exploring the potential of AI in document processing
Prerequisites
* Basic programming knowledge (Python recommended)
* Familiarity with fundamental AI concepts
Workshop Objectives
By the end of this workshop, participants should be able to understand the basics of Document AI and its applications. Grasp the concepts of natural language processing and document analysis. Develop a simple Document AI chatbot using a chosen framework. Deploy and test the chatbot for document-related tasks.
Module 1: Introduction to Document AI and Chatbots
• Overview of Document AI: Definition, importance, and applications
• Introduction to chatbots: Types, benefits, and use cases
• The synergy between Document AI and chatbot development
Module 2: Natural Language Processing (NLP) Fundamentals
• Understanding NLP: Key concepts and challenges
• Tokenization, stemming, and lemmatization
• Named entity recognition (NER) for document analysis
Module 3: Designing the Document AI Chatbot
• Identifying suitable use cases for a Document AI chatbot
• Designing conversation flows for document-related tasks
• Choosing a development framework
Module 4: Developing the Chatbot
• Setting up the development environment
• Integrating NLP techniques for user inputs
• Handling complex queries and variations
• Deploying the chatbot
Please enroll to this course to proceed.
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