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.

Compétences que vous acquerrez: Milestones (Project Management), Acceptance Testing, CI/CD, Scope Management, MLOps (Machine Learning Operations), Feature Engineering, Governance Risk Management and Compliance, Capacity Management, Responsible AI, Smart Goals, Backlogs, Project Risk Management, Compliance Management, Stakeholder Communications, Risk Management, Data Governance, Model Evaluation, Project Planning, Fraud detection, Mitigation
★ 3.8 (13) · Intermédiaire · Spécialisation · 3 à 6 mois

Edureka
Compétences que vous acquerrez: LLM Application, Large Language Modeling, Generative AI, Fine-tuning, Hugging Face, MLOps (Machine Learning Operations), Application Deployment, Model Evaluation, Application Performance Management, Containerization, Scalability, Docker (Software)
Intermédiaire · Cours · 1 à 3 mois

Compétences que vous acquerrez: Generative Model Architectures, Recurrent Neural Networks (RNNs), Fine-tuning, Generative AI, MLOps (Machine Learning Operations), Generative Adversarial Networks (GANs), Vision Transformer (ViT), PyTorch (Machine Learning Library), Artificial Neural Networks, Convolutional Neural Networks, AI Workflows, Hugging Face, Deep Learning, Autoencoders, Transfer Learning, Databricks, Machine Learning, Computer Science, Algorithms, Data Science
Avancées · Cours · 1 à 3 mois

Microsoft
Compétences que vous acquerrez: Systems Design, Cloud Computing Architecture, Job Analysis, Solution Architecture, Hybrid Cloud Computing, Cloud Infrastructure, Cloud Computing, Keyword Research, Storytelling, IT Infrastructure, LinkedIn, Interviewing Skills, Technical Communication, Content Optimization, Information Technology, Personal Development
Avancées · Cours · 1 à 4 semaines

Google Cloud
Compétences que vous acquerrez: MLOps (Machine Learning Operations), Data Store, Model Deployment, Google Cloud Platform, Data Storage Technologies, Data Modeling, Data Storage, Data Management, Data Import/Export
Intermédiaire · Cours · 1 à 4 semaines

Compétences que vous acquerrez: MLOps (Machine Learning Operations), Data Preprocessing, AWS SageMaker, Model Evaluation, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Amazon Web Services, Model Training, Applied Machine Learning, Machine Learning
★ 4.3 (7) · Intermédiaire · Cours · 1 à 4 semaines

Board Infinity
Compétences que vous acquerrez: MLOps (Machine Learning Operations), Model Deployment, Application Deployment, Cloud Deployment, Docker (Software), Containerization, DevOps, API Testing, CI/CD, Kubernetes, Test Tools, Data Validation, Application Programming Interface (API), API Design, Machine Learning, Restful API, Artificial Intelligence and Machine Learning (AI/ML), Python Programming
Débutant · Cours · 1 à 4 semaines

Compétences que vous acquerrez: Model Deployment, Data Cleansing, Data Transformation, Data Storytelling, Feature Engineering, AWS SageMaker, Data Analysis, AI Integrations, Systems Architecture, Data Quality, Systems Design, Cloud Computing Architecture, Scalability, MLOps (Machine Learning Operations), System Design and Implementation, Kubernetes, Data Engineering, Cloud Infrastructure, Docker (Software), Prometheus (Software)
Intermédiaire · Spécialisation · 1 à 3 mois

Compétences que vous acquerrez: Mise au point, Déploiement du modèle, Déploiement dans le nuage, Optimisation du modèle, Modèle de formation
Avancées · Cours · 1 à 4 semaines

Compétences que vous acquerrez: Data Preprocessing, Model Deployment, Model Evaluation, Model Optimization, Feature Engineering, Model Training, Machine Learning Methods, Microsoft Azure, Applied Machine Learning, Machine Learning, Data Cleansing, Supervised Learning, Data Transformation, Cloud Deployment, Machine Learning Algorithms, Fine-tuning, Data Quality, Classification Algorithms
Intermédiaire · Spécialisation · 1 à 3 mois

Compétences que vous acquerrez: Model Evaluation, Model Optimization, Generative AI, Continuous Monitoring, Google Cloud Platform, MLOps (Machine Learning Operations)
Intermédiaire · Cours · 1 à 4 semaines

Compétences que vous acquerrez: Model Evaluation, Generative AI, MLOps (Machine Learning Operations), Model Optimization, Continuous Monitoring
Intermédiaire · Cours · 1 à 4 semaines