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Course Outline
Introduction to AutoGPT Customization
- Overview of AutoGPT and its architecture
- Understanding the AutoGPT workflow
- Identifying key components for customization
Fine-Tuning AutoGPT Models
- Adjusting model parameters for specific tasks
- Training custom prompts and improving contextual understanding
- Optimizing memory and performance
Integrating APIs and External Data Sources
- Connecting AutoGPT with external APIs
- Data retrieval and processing for real-time AI responses
- Security considerations in API integrations
Enhancing Task Execution and Autonomy
- Improving decision-making logic
- Handling multi-step tasks and dependencies
- Implementing feedback loops for self-improvement
Optimizing Performance and Resource Utilization
- Scaling AutoGPT for enterprise applications
- Managing computational costs and efficiency
- Deploying on cloud and edge computing environments
Troubleshooting and Debugging AutoGPT
- Common issues and error handling
- Debugging AutoGPT interactions
- Best practices for maintaining system stability
Case Studies and Real-World Applications
- AutoGPT in business automation
- AI-driven content creation and research
- Industry-specific applications and success stories
Summary and Next Steps
Requirements
- Experience with AutoGPT or similar AI agents
- Proficiency in Python programming
- Basic knowledge of machine learning and API integrations
Audience
- AI engineers
- Software developers
- Machine learning specialists
21 Hours
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €6840 online delivery, based on a group of 2 delegates, €2160 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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