Evaluating Large Language Model Outputs: A Practical Guide
This course addresses evaluating Large Language Models (LLMs), starting with foundational evaluation methods, exploring advanced techniques with Vertex AI's tools.
Overview
This course includes:
- 60 minutes of on-demand video
- Certificate of completion
- Direct access/chat with the instructor
- 100% self-paced online
Skills You Will Gain
Learning Outcomes (At the end of this program you will be able to)
- Understanding of LLM Evaluation Fundamentals
- Proficiency in Vertex AI Evaluation Tools
- Model Selection and Optimization Techniques
- Analysis of Future Evaluation Trends
- Integration of Human and Automatic Evaluation Methods
Prerequisites
- Basic Understanding of Machine Learning
- Familiarity with Generative AI Technologies
- Basic Concepts in NLP
- Experience with Cloud Computing Platforms
Who Should Attend
AI Product Managers who are looking to enhance product offerings with optimized LLM applications. Data Scientists interested in advanced methodologies for AI model evaluation. AI Ethicists and Policy Makers focused on the responsible deployment of AI technologies. Academic Researchers who are studying generative AI’s impact across different domains.
Curriculum
Instructors
Frequently Asked Questions
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Yes, we do offer a certification upon completion of our course to showcase your newly acquired skills and expertise.
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No, we don't offer any free courses, but we do offer 5-day trial only on our subscriptions-based plans.
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Our course is designed with three levels to cater to your learning needs - Core, Intermediate, and Advanced. You can choose the level that best suits your knowledge and skillset to enhance your learning experience.
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