Product ID: OC-2024-C1O0W
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.
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Overview
This course addresses evaluating Large Language Models (LLMs), starting with foundational evaluation methods, exploring advanced techniques with Vertex AI's tools like Automatic Metrics and AutoSxS, and forecasting the evolution of generative AI evaluation. It emphasizes practical applications, and the integration of human judgment alongside automatic methods, and prepares learners for future trends in AI evaluation across various media including text, images, and audio. This comprehensive approach ensures learners are equipped to assess LLMs effectively, enhancing business strategies and innovation.
Skills you'll gain
Dive into Vertex AI EvaluationExplore Future Evaluation TrendsGrasp LLM Evaluation Basics
What you'll learn
- 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
Who Should Attend
Prerequisites
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.
- Basic Understanding of Machine Learning
- Familiarity with Generative AI Technologies
- Basic Concepts in NLP
- Experience with Cloud Computing Platforms
Chapters
Explore a structured set of chapters designed to build your skills step by step, with practical examples and hands-on applications.
Meet your instructors
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Reza Moradinezhad
View my channelFrequently Asked Questions
How much do the courses at Starweaver cost?
We offer flexible payment options to make learning accessible for everyone. With our Pay-As-You-Go plan, you can pay for each course individually. Alternatively, our Subscription-Based plan provides you with unlimited access to all courses for a monthly or yearly fee.
Do you offer any certifications upon completion of a course at Starweaver?
Yes, we do offer a certification upon completion of our course to showcase your newly acquired skills and expertise.
Does Starweaver offer any free courses or trials?
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Product ID: OC-2024-C1O0W
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4 hours of video content
Downloadable resources
Certificate of completion
Desktop and Mobile access
Reza Moradinezhad