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Course Outline
Introduction to Advanced Model Customization
- Overview of fine-tuning and prompt management in Vertex AI
- Use cases for model optimization
- Hands-on lab: setting up the Vertex AI workspace
Supervised Fine-Tuning of Gemini Models
- Preparing training data for fine-tuning
- Running supervised fine-tuning pipelines
- Hands-on lab: fine-tuning a Gemini model
Prompt Engineering and Version Management
- Designing effective prompts for generative AI
- Version control and reproducibility
- Hands-on lab: creating and testing prompt versions
Evaluation and Benchmarking
- Overview of evaluation libraries in Vertex AI
- Automating testing and validation workflows
- Hands-on lab: evaluating prompts and outputs
Model Deployment and Monitoring
- Integrating optimized models into applications
- Monitoring performance and drift detection
- Hands-on lab: deploying a fine-tuned model
Best Practices for Enterprise AI Optimization
- Scalability and cost management
- Ethical considerations and bias mitigation
- Case study: improving AI applications in production
Future Directions in Fine-Tuning and Prompt Management
- Emerging trends in LLM optimization
- Automated prompt adaptation and reinforcement learning
- Strategic implications for enterprise adoption
Summary and Next Steps
Requirements
- Experience with machine learning workflows
- Knowledge of Python programming
- Familiarity with cloud-based AI platforms
Audience
- AI engineers
- MLops practitioners
- Data scientists
14 Hours
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 3200 € + VAT*
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Testimonials (1)
Overall, the training was very informative, the trainer provided different use case scenario and exercises so we can be familiarized with the Vertex AI application.
