Cours en MLOps
Les cours en MLOps peuvent vous aider à comprendre comment déployer, superviser et faire évoluer des modèles d'apprentissage automatique. Vous pouvez développer des compétences en pipelines, automatisation, surveillance, documentation et bonnes pratiques de production. Beaucoup de cours utilisent des environnements réels pour illustrer les workflows.
Cours et certificats populaires en MLOps
Board Infinity
Compétences que vous acquerrez: Responsible AI, MLOps (Machine Learning Operations), Data Preprocessing, Model Deployment, Jenkins, Apache Mahout, AI Security, Applied Machine Learning, Classification Algorithms, Java, Java Programming, Federated Learning, Apache Spark, Machine Learning Software, Application Deployment, Deep Learning, Machine Learning, Spring Boot, Natural Language Processing, Reinforcement Learning
Coursera
Compétences que vous acquerrez: Responsible AI, Threat Modeling, MLOps (Machine Learning Operations), Budget Management, Cost Control, Secure Coding, Data Governance, Experimentation, Prompt Engineering, Application Security, Data Ethics, CI/CD, Automation, Financial Forecasting, Compliance Management, Governance, Technical Documentation, Vulnerability Assessments, Risk Management, Stakeholder Communications
Google Cloud
Compétences que vous acquerrez: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Data Store, Data Modeling, Data Management, Cloud Deployment, Data Storage, Data Import/Export
Coursera
Compétences que vous acquerrez: Model Deployment, Unit Testing, MLOps (Machine Learning Operations), Kubernetes, Docker (Software), Containerization, Test Driven Development (TDD), Application Deployment, Software Testing, CI/CD, Scalability, Model Optimization, Benchmarking, Scikit Learn (Machine Learning Library), Tensorflow, PyTorch (Machine Learning Library), Performance Tuning, Python Programming, Software Engineering, Git (Version Control System)
Compétences que vous acquerrez: MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, DevOps, Applied Machine Learning, Model Evaluation, Automation, Continuous Monitoring
Compétences que vous acquerrez: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Cloud Deployment, DevOps, Model Evaluation, Automation, Machine Learning
Compétences que vous acquerrez: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Data Store, Data Storage, Data Modeling, Data Management
Google Cloud
Compétences que vous acquerrez: MLOps (Machine Learning Operations), Google Cloud Platform, Data Store, Model Deployment, Data Modeling, Data Storage Technologies, Data Management, Data Import/Export
Compétences que vous acquerrez: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, DevOps, Automation
Google Cloud
Compétences que vous acquerrez: MLOps (Machine Learning Operations), Model Deployment, Data Store, Google Cloud Platform, Data Modeling, Data Management, Data Storage
Compétences que vous acquerrez: Interface de programmation d'applications (API), Vision par ordinateur, Applications en nuage, Apprentissage automatique appliqué, Livraison continue, MLOps (Machine Learning Operations), API dans le nuage, Apprentissage automatique, Génie logiciel
Compétences que vous acquerrez: MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, DevOps, Model Evaluation, Cloud Deployment, Continuous Monitoring, Automation
