Thank you for sending your enquiry! One of our team members will contact you shortly.
Thank you for sending your booking! One of our team members will contact you shortly.
Course Outline
Introduction to Chatbots
Overview of Conversational Software
Developing Your First Basic Chatbot
- Configuring Your Chatbot to Receive Input and Respond to Users
- Incorporating Basic Personality Traits
- Training Your Chatbot to Answer Fundamental Questions
- Enhancing Variety in Chatbot Responses
- Enabling Your Chatbot to Ask Questions
- Creating Rule-Based Systems for Text Parsing
Leveraging Machine Learning to Convert Natural Language into Structured Data for Your Chatbot
- Introduction to SpaCy, Scikit-learn, and Rasa NLU
- Installation and Configuration of SpaCy, Scikit-learn, and Rasa NLU
- Understanding Intents, Entities, and Their Classifications
- Refresher on Natural Language Processing Fundamentals
- Developing Models from Real-World Sentences Using the ATIS Dataset
Building Your Virtual Assistant Chatbot
- Overview of Virtual Assistants
- Working with SQL in Python
- Training Your Chatbot to Retrieve Data from a Database
- Generating Queries from Parameters
- Constructing a Database from Natural Language Input
-
Implementing Custom Features for Your Virtual Assistant
- Addressing Specific Queries via Database Access
- Optimizing Search, Handling Basic Negation, and Filtering Data
Adding Statefulness to Your Chatbot: Managing Interaction States for Improved Dialogues
- Executing Basic Actions
- Asking Contextual Questions and Queuing Responses
- Handling Rejection Scenarios
Testing and Deploying Your Chatbot
Troubleshooting
Summary and Conclusion
Requirements
- Prior experience with Python programming
21 Hours
Testimonials (3)
the template provided. they will come in handy on my day to day duties
Lineo Nchaba - Revenue Services Lesotho
Course - UiPath for Business Analysts
He is very competent, organized, and he loves his job.
Limpho - Revenue Services Lesotho
Course - UiPath Automation Solution Architect
The trainer's delivery style and demonstration of knowledge
