IBM SkillsBuild: AI Chatbot Prototype Development & Validation
Categories
Skills
Project scope
What is the main goal for this project?
The objective of this project is to:
Design, build and validate a functional prototype of an AI-powered chatbot tailored to solve a defined business challenges (e.g, customer support automation, employee onboarding, internal knowledge retrieval).
Desired outcomes by the end of the project:
- Define natural language processing
- Explain how AI uses natural language processing to derive meaning from text
- Explain the classification problem and its solutions
- Describe how a chatbot understands, reasons, learns, and interacts with users
- Distinguish between intents, entities, and dialogs
- Identify appropriate uses for chatbots
- Identify real-world uses for natural language processing (NLP)
- Describe how AI classifies images to derive meaning from them
- Describe how a convolutional neural network(CNN) analyzes an image
- Describe how a generative adversarial network (GAN) creates a credible image
- Identify real-world uses for computer vision
Recommended IBM SkillsBuild course:
The objective of this project is to:
Design, build and validate a functional prototype of an AI-powered chatbot tailored to solve a defined business challenges (e.g, customer support automation, employee onboarding, internal knowledge retrieval).
Desired outcomes by the end of the project:
- Define natural language processing
- Explain how AI uses natural language processing to derive meaning from text
- Explain the classification problem and its solutions
- Describe how a chatbot understands, reasons, learns, and interacts with users
- Distinguish between intents, entities, and dialogs
- Identify appropriate uses for chatbots
- Identify real-world uses for natural language processing (NLP)
- Describe how AI classifies images to derive meaning from them
- Describe how a convolutional neural network(CNN) analyzes an image
- Describe how a generative adversarial network (GAN) creates a credible image
- Identify real-world uses for computer vision
Recommended IBM SkillsBuild course:
What tasks will learners need to complete to achieve the project goal?
By the end of the project, examples of outcomes are:
- Use case definition and success criteria
- Design and scope
- Build MBP chatbot
- Test with target users
- Analysis pilot results and recommendations
Final deliverables should include:
1. AI chatbot MVP
By the end of the project, examples of outcomes are:
- Use case definition and success criteria
- Design and scope
- Build MBP chatbot
- Test with target users
- Analysis pilot results and recommendations
Final deliverables should include:
1. AI chatbot MVP