"本课程能让机器学习从业者掌握评估生成式和预测式 AI 模型的基本工具、方法和最佳实践。要确保机器学习系统在实际运用中提供可靠、准确、高效的结果，做好模型评估至关重要。
MLOps with Vertex AI: Model Evaluation - 简体中文
MLOps with Vertex AI: Model Evaluation - 简体中文
Instructor: Google Cloud Training
Sponsored by Coursera Learning Team
Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
1 hour to complete
Flexible schedule
Learn at your own pace
What you'll learn
了解预测式 AI 和生成式 AI 中模型评估的细微差别，认识到其在 MLOps 生命周期中发挥的重要作用。
针对不同的生成式 AI 任务确定和应用适当的评估指标。
利用 Vertex AI 的各种评估服务（包括基于计算和基于模型的方法）高效评估生成式 AI。
遵循大语言模型评估的最佳实践，以确保在生产环境中稳健可靠地部署模型。
Details to know
Shareable certificate
Add to your LinkedIn profile
Assessments
2 assignments
Taught in Chinese (Simplified)
Recently updated!
January 2025
See how employees at top companies are mastering in-demand skills
Earn a career certificate
Add this credential to your LinkedIn profile, resume, or CV
Share it on social media and in your performance review
There are 4 modules in this course
本单元介绍了课程目标并概述了课程结构。
What's included
1 video
本单元介绍了模型评估面临的挑战，以及 Vertex AI 提供的解决方案。
What's included
3 videos1 reading1 assignment
本单元介绍了评估生成式 AI 任务面临的挑战以及克服这些挑战的最佳实践。本单元还涵盖了 Vertex AI 提供的各类模型评估服务，并介绍了 Vertex AI 自动指标、自动并排评估和安全偏见评估服务。
What's included
7 videos1 reading1 assignment
本单元回顾了一些重要的概念、工具、方法和产品，对整个课程进行总结。
What's included
1 video
Instructor
Offered by
Why people choose Coursera for their career
Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."
Recommended if you're interested in Information Technology
Google Cloud
Google Cloud
Peking University
Open new doors with Coursera Plus
Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription
Advance your career with an online degree
Earn a degree from world-class universities - 100% online
Join over 3,400 global companies that choose Coursera for Business
Upskill your employees to excel in the digital economy