Course Details
Google AI Chatbot Training
This training course is designed to introduce participants to the world of chatbot development using Google's Artificial Intelligence (AI) technology. Over 5 days, participants will learn how to create and deploy chatbots using Google's Dialogflow and other Google AI tools. The course will cover topics such as natural language processing, user interface design, and intent recognition. Participants will learn how to design and develop conversational interfaces that can be used to provide customer support, answer questions, and perform other tasks. Throughout the course, participants will engage in hands-on exercises and projects, allowing them to apply the knowledge and skills they have gained to real-world scenarios. By the end of the training, participants will have a solid foundation in chatbot development using Google's AI technology and be able to apply this knowledge to real-world use cases.
Learning Outcomes:
- Participants will have gained a comprehensive understanding of chatbot development using Google's Artificial Intelligence (AI) technology. - Participants will have gained knowledge of natural language processing (NLP), user interface design, intent recognition, and advanced Dialogflow features. - Participants will have also gained experience in designing and developing conversational interfaces, webhook fulfillment, and deploying chatbots on multiple platforms. - Participants will have engaged in hands-on exercises and projects throughout the course, allowing them to apply the knowledge and skills they have gained to real-world problems. This experience will enable them to confidently build, test, and deploy chatbots in their future work.
Course Outline:
Overview of chatbots and their applications
Introduction to Google's Dialogflow and other Google AI tools
Setting up a Dialogflow agent and understanding the Dialogflow console
Understanding natural language processing (NLP) and its importance in chatbot development
Designing chatbot user interfaces that are intuitive and user-friendly
Implementing NLP in your chatbot
Defining intents and entities in Dialogflow
Understanding how Dialogflow uses intents and entities to match user queries
Designing and implementing custom entities in Dialogflow
Implementing webhook fulfillment to provide custom responses
Designing and implementing rich responses using Dialogflow
Understanding and using context in Dialogflow
Deploying your chatbot on multiple platforms (e.g. Google Assistant, Facebook Messenger, etc.)
Testing and debugging your chatbot
Understanding and using analytics in Dialogflow to improve your chatbot's performance
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