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
Compétences que vous acquerrez: Model Deployment, Application Deployment, Data Preprocessing, Model Optimization
Compétences que vous acquerrez: MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, DevOps, Cloud Deployment, Automation
Compétences que vous acquerrez: MLOps (Machine Learning Operations), Model Deployment, CI/CD, Continuous Deployment, Docker (Software), Kubernetes, Containerization, AI Workflows, Scalability, Continuous Monitoring
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Compétences que vous acquerrez: MLOps (Machine Learning Operations), Model Deployment, LLM Application, Application Deployment, Model Training, AI Workflows, AI Security, Retrieval-Augmented Generation, Scalability, CI/CD, Model Evaluation, Containerization, Continuous Monitoring, Software Versioning, Incident Response
Compétences que vous acquerrez: MLOps (Machine Learning Operations), Model Deployment, Redis, Microsoft Azure, Performance Stress Testing, Model Training, Microservices, Continuous Deployment, CI/CD, Systems Architecture, Application Performance Management, Performance Testing, Application Deployment, Data Pipelines, Scalability, Machine Learning, Transaction Processing, Cloud Computing, Data Science, Information Technology
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Compétences que vous acquerrez: MLOps (Machine Learning Operations), Model Deployment, DevOps, CI/CD, Containerization, Application Deployment, Cloud Deployment, Continuous Integration, Continuous Deployment, Docker (Software), Model Training, Model Evaluation, Restful API, Version Control, API Testing, Application Programming Interface (API), GitHub, Automation
Compétences que vous acquerrez: MLOps (Machine Learning Operations), AI Orchestration, AI Workflows, Google Cloud Platform, Forecasting, Automation
Compétences que vous acquerrez: Model Evaluation, Generative AI, Continuous Monitoring, Model Optimization, MLOps (Machine Learning Operations)
Compétences que vous acquerrez: Analyse des performances, Évolutivité, Évaluation du modèle, Indicateurs d'activité, Intelligence artificielle et apprentissage automatique (IA/ML), Vérification et validation, Mesure de la performance, Déploiement du modèle, MLOps (Machine Learning Operations), CI/CD, Optimisation du modèle, Modèle de formation
Compétences que vous acquerrez: API Design, MLOps (Machine Learning Operations), Fine-tuning, OAuth, Model Deployment, Application Programming Interface (API), Technical Communication, Model Training, AI Integrations, Model Evaluation, Vision Transformer (ViT), Model Optimization, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Software, Solution Architecture, Machine Learning, Data Architecture, Machine Learning Algorithms, Data Science
Compétences que vous acquerrez: Règlement général sur la protection des données (RGPD), Déploiement des applications, Déploiement du modèle, MLOps (Machine Learning Operations), AWS SageMaker, Protection de l'information, Sécurité des données, Optimisation du modèle, Gouvernance des données
Compétences que vous acquerrez: OAuth, Unit Testing, Apache Airflow, Fine-tuning, Model Evaluation, Data Validation, API Design, Test Driven Development (TDD), Data Integrity, Extract, Transform, Load, Multimodal Prompts, Natural Language Processing, MLOps (Machine Learning Operations), Model Optimization, OpenAI API, Data Presentation, Hugging Face, Analysis, CI/CD, Tensorflow
