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.
Duration 14 hours
Course Outline
Introduction to AI Agents and Chatbots
- Defining AI agents and their role in automation
- Differentiating chatbot types: Rule-based systems versus AI-driven models
- Examining the application of chatbots across various industry sectors
Fundamentals of Natural Language Processing (NLP)
- Overview of NLP and its critical function in chatbot development
- Techniques for tokenization, stemming, and lemmatization
- Identifying and processing user intents and entities
Strategic Planning for Your Chatbot
- Establishing the specific purpose and operational scope of your chatbot
- Designing logical and effective conversational pathways
- Assembling training datasets to optimize chatbot responses
Building Your Initial Chatbot
- Configuring the necessary development environment
- Constructing a basic chatbot framework using Python and Flask
- Integrating fundamental NLP features to enable natural conversation
Optimizing Chatbot Performance
- Implementing robust fallback and error-handling protocols
- Enhancing response capabilities through external API integration
- Conducting thorough testing and debugging procedures
Deployment Strategies for Your Chatbot
- Hosting the chatbot on local server infrastructure
- Integrating the chatbot with popular messaging platforms
- Ensuring system scalability and sustained performance
Ethical Frameworks and Best Practices
- Safeguarding user data privacy and security standards
- Designing inclusive chatbots that minimize bias
- Maintaining transparency in all AI-driven interactions
Advanced Chatbot Capabilities
- Leveraging machine learning to refine conversational quality
- Incorporating sentiment analysis for deeper understanding
- Introduction to advanced frameworks such as Rasa
Conclusions and Future Directions
Requirements
- Foundational understanding of programming concepts
- Proficiency with Python syntax
- A strong desire to acquire knowledge of AI technologies
Target Audience
- Individuals new to Artificial Intelligence
- Programmers
- Enthusiasts interested in exploring chatbots and AI agents
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 2600 € + VAT*
Contact us for an exact quote and to hear our latest promotions
