ParlAI in creating conversational AI
The training introduces participants to the world of creating dialog systems using the ParlAI framework and the Python language. The program leads from the fundamental concepts of natural language processing to the practical implementation of chatbots and conversational assistants. The class combines theory with intensive workshops, during which participants create their own conversational models, learning from practical examples under the guidance of an experienced trainer.
Issues
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Dialog systems architecture
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Natural language processing
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Managing the context of the conversation
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Response generation
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Personalizing the dialogue
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Support for multi-track conversations
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Evaluation of dialogue systems
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Testing chatbots
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Response optimization
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Analysis of user behavior
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Conversation status management
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Dialogue flow design
Benefits
- Practical knowledge in the design and implementation of dialogue systems using the ParlAI framework
- Will develop the ability to create advanced conversational models capable of natural dialogues
- He or she will learn to implement mechanisms for managing the context and state of a conversation to create more engaging interactions
- Will learn methods for evaluating and optimizing dialogue systems, enabling the creation of high-quality conversational solutions
Who is this training for?
Prerequisites
- Knowledge of Python programming
- Basic knowledge of natural language processing
- Understanding of machine learning concepts
- Experience in working with language models
Training program
Architecture of the framework
- Basic components of the system
- Preparation of the development environment
- First steps with dialog systems
- Construction of conversation models
Dialogue flow design
- Implementation of conversational agents
- Managing the context of the conversation
- Support for multi-track dialogues
- Advanced dialogue techniques
- Personalization of responses
- Conversation status management
Handling ambiguity
- Generating contextual responses
- Evaluation and optimization
- Methods for assessing the quality of dialogue
- Testing conversational systems
Response optimization
- Analysis of user behavior
Delivery Methods
Online
- Convenience of participating from anywhere
- Interactive live sessions with trainer
- Materials available for 30 days
- No travel costs
On-site
- Direct contact with trainer and group
- Intensive hands-on workshops
- Networking with other participants
- Full focus on learning
Frequently asked questions
Who is the ParlAI in creating conversational AI training for?
This training is designed for professionals looking to develop skills in parlai in creating conversational ai. Required level: intermediate.
How long is the ParlAI in creating conversational AI training?
The training lasts 2. Available in online or on-site format.
Will I receive a certificate?
Yes — every participant receives a completion certificate confirming acquired competencies. EITT holds ISO 9001 accreditation.
Can this training be conducted for a closed group?
Yes — we offer dedicated closed trainings for companies. We customize the program to your team's needs. Contact us for an individual quote.
Request a quote
Funding Options
Check funding options for your company
Development Services Database
Up to 80% funding for SMEs from EU funds
Check availabilityNational Training Fund
Up to 100% funding for employers
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Interested in this training?
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