Course Topics / Agenda
Please note that this list of topics is based on our standard course offering, evolved from typical industry uses and trends. We’ll work with you to tune this course and level of coverage to target the skills you need most. Topics, agenda and labs are subject to change, and may adjust during live delivery based on audience skill level, interests and participation.
Day 1
- Introduction to AutoGPT
- Overview of Artificial General Intelligence (AGI) and AutoGPT
- Common business use cases for AutoGPT
- AutoGPT’s architecture and components
- Data privacy and security considerations
- Lab Exploring AutoGPT Familiarize yourself with the AutoGPT interface and available tools
- AutoGPT for Text Generation
- Generating text for emails, reports, and marketing materials
- Text summarization and information extraction
- Optimizing text generation quality and controlling output
- Ethics and responsible use of text generation
- Formulating prompts and instructions
- Configuring the model parameters (temperature, max tokens, etc.)
- Handling long documents and generating coherent text
- Fine-tuning and customizing the model for specific tasks
- Lab: Text Generation and Summarization: Generate and summarize text using the AutoGPT web interface
- AutoGPT for Data Analysis
- Analyzing datasets and generating insights with AutoGPT
- Data visualization and chart creation
- Time series forecasting
- Integrating AutoGPT with Excel, Google Sheets, and other tools
- Lab: Data Analysis and Visualization: Analyze a dataset and create visualizations using AutoGPT’s built-in tools
- AutoGPT for Automating Business Processes
- Streamlining repetitive tasks with AutoGPT
- Implementing basic chatbots and customer support
- Workflow automation and integration with third-party tools
- Monitoring and managing automation performance
- Lab: Process Automation: Create a simple workflow automation using AutoGPT and a third-party integration tool (e.g., Zapier)
Day 2
- AutoGPT for Decision Support
- Natural language processing for decision support
- Sentiment analysis and customer feedback
- Risk assessment and fraud detection
- Market research and trend analysis
- Lab: Decision Support: Use AutoGPT to analyze customer feedback and make data-driven decisions
- Customizing AutoGPT
- Fine-tuning AutoGPT for specific business needs
- Training new models on your data
- Evaluating and improving model performance
- Deploying custom models in your organization
- Lab 6: Customizing and Training Models: Fine-tune an AutoGPT model for a specific business task
- AutoGPT for Collaboration and Teamwork
- Collaborative editing and document review with AutoGPT
- Enhancing communication and productivity in remote teams
- AutoGPT for project management and planning
- Managing and organizing shared knowledge using AutoGPT
- Lab: Collaboration and Teamwork: Implement an AutoGPT-based workflow for document review and project management
- Best Practices and Troubleshooting
- Ensuring high-quality output and avoiding common pitfalls
- Monitoring usage and managing resources
- Scaling AutoGPT for larger organizations
- Staying up-to-date with AutoGPT developments and community resources
- Lab: Troubleshooting and Optimization: Identify and resolve issues in an AutoGPT workflow using best practices
Next Steps and Post-Training Resources
Learning Objectives
This course combines engaging instructor-led presentations and useful demonstrations with valuable hands-on labs and engaging group activities. Throughout the course you’ll learn how to:
- Generate high-quality text for various business applications, such as email drafting, report creation, and marketing material development, using AutoGPT’s text generation capabilities.
- Analyze datasets and extract actionable insights to inform data-driven decision-making, leveraging AutoGPT’s data analysis features, including data visualization, time series forecasting, and integration with spreadsheet tools.
- Implement workflow automation and streamline repetitive tasks by utilizing AutoGPT in conjunction with third-party integration tools, improving overall business efficiency.
- Enhance team collaboration and project management by integrating AutoGPT into document review processes, remote communication, and knowledge management, fostering a more productive and connected work environment.
- Customize and fine-tune AutoGPT models for specific business needs, enabling the development of tailored solutions that address unique challenges and requirements within the organization.
- Apply best practices and troubleshooting techniques to optimize AutoGPT performance, ensuring the responsible and ethical use of AGI while maintaining high-quality output and mitigating potential issues.
If your team requires different topics, additional skills or a custom approach, our team will collaborate with you to adjust the course to focus on your specific learning objectives and goals.
This course doesn’t require a technical background, however in order to be successful in this course you should possess:
- Basic data manipulation skills: While not required, a basic understanding of working with data, such as using spreadsheets (e.g., Microsoft Excel or Google Sheets) for data organization and simple calculations, would be beneficial for participants.
- Problem-solving mindset: Participants should be open to learning new concepts and possess a problem-solving mindset to effectively apply AutoGPT’s capabilities to real-world business challenges.
Ten (10) business days’ notice is required to reschedule a class with no additional fees. Notify TOPTALENT LEARNING as soon as possible at 469-721-6100 or by written notification to info@toptalentlearning.com to avoid rescheduling penalties.
Please contact our team at 469-721-6100; we will gladly guide you through the online purchasing process.
You will receive a receipt and an enrollment confirmation sent to the email you submitted at purchase. Your enrollment email will have instructions on how to access the class. Any additional questions our team is here to support you. Please call us at 469-721-6100.
If a student is 15 minutes late, they risk losing their seat to a standby student. If a student is 30 minutes late or more, they will need to reschedule. A no-show fee will apply. Retakes are enrolled on a stand-by basis. The student must supply previously issued courseware. Additional fees may apply.
You will receive a ‘Certificate of Completion’ once you complete the class. If you purchased an exam voucher for the class, a team member from TOPTALENT LEARNING will reach out to discuss your readiness for the voucher and make arrangements to send it.
