Course Outline
Introduction to Chatbots
Overview of Conversational Software
Developing Your Initial Basic Chatbot
- Configuring Your Chatbot to Receive Input and Respond to Users
- Incorporating Basic Personality Traits
- Training Your Chatbot to Answer Simple Queries
- Introducing Variety into Chatbot Responses
- Enabling Your Chatbot to Pose Questions
- Establishing Rule-Based Systems for Text Parsing
Leveraging Machine Learning to Convert Natural Language into Structured Data for Your Chatbot
- Overview of SpaCy, Scikit-learn, and Rasa NLU
- Installing and Configuring SpaCy, Scikit-learn, and Rasa NLU
- Understanding Intents, Entities, and Their Classifications
- Refresher on Natural Language Processing Fundamentals Theory
- Constructing Models from Real-World Sentences Using the ATIS Dataset
Building Your Virtual Assistant Chatbot
- Overview of a Virtual Assistant
- Working with SQL in Python
- Training Your Chatbot to Access Data from a Database
- Writing Queries Based on Parameters
- Constructing a Database from Natural Language
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Implementing Custom Virtual Assistant Features in Your Chatbot
- Answering Specific Queries via Database Access
- Refining Search, Performing Basic Negation, and Filtering Data
Making Your Chatbot Stateful: Tracking Interaction States for Improved Chatbot Dialogues
- Performing 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
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3900 € + VAT*
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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