Ce cours apporte aux professionnels du machine learning les techniques, les bonnes pratiques et les outils essentiels pour évaluer les modèles d'IA prédictive et générative. L'évaluation des modèles est primordiale pour s'assurer que les systèmes de ML fournissent des résultats fiables, précis et de haut niveau en production.
MLOps with Vertex AI: Model Evaluation - Français
New year. Big goals. Bigger savings. Unlock a year of unlimited access to learning with Coursera Plus for $199. Save now.
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
Comprendre les nuances entre l'IA prédictive et l'IA générative dans l'évaluation des modèles
Identifier et appliquer les métriques d'évaluation appropriées pour différentes tâches d'IA générative.
Évaluer efficacement l'IA générative grâce aux divers services d'évaluation de Vertex AI
Implémenter les bonnes pratiques pour l'évaluation des LLM, afin d'assurer un déploiement des modèles robuste.
Details to know
Shareable certificate
Add to your LinkedIn profile
Recently updated!
January 2025
Assessments
2 assignments
Taught in French
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
Ce module présente les objectifs et la structure du cours.
What's included
1 video
Ce module présente les défis liés à l'évaluation des modèles et les solutions offertes par Vertex AI.
What's included
3 videos1 reading1 assignment
Ce module décrit les défis liés à l'évaluation des tâches d'IA générative et les bonnes pratiques pour les relever. Il aborde également les différents types de services d'évaluation des modèles disponibles dans Vertex AI, et présente les services d'évaluation Métriques automatiques, Comparaison automatique et Biais de sécurité de Vertex AI.
What's included
7 videos1 reading1 assignment
Ce module propose une synthèse du cours articulée autour des concepts, outils, technologies et produits les plus importants.
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."
New to Software Development? Start here.
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
Frequently asked questions
Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:
The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.
The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.
You will be eligible for a full refund until two weeks after your payment date, or (for courses that have just launched) until two weeks after the first session of the course begins, whichever is later. You cannot receive a refund once you’ve earned a Course Certificate, even if you complete the course within the two-week refund period. See our full refund policy.