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: MLOps (Machine Learning Operations), Model Deployment, Performance Metric, Performance Measurement, Failure Analysis
Compétences que vous acquerrez: MLOps (Machine Learning Operations), Computational Thinking, Data Processing, Solution Design, Process Mapping, Data Pipelines
Compétences que vous acquerrez: Model Evaluation, MLOps (Machine Learning Operations), AI Security, Generative AI, Model Deployment, Responsible AI, Predictive Modeling
Compétences que vous acquerrez: Model Evaluation, MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Google Cloud Platform, Predictive Modeling, Responsible AI, Data Quality
Compétences que vous acquerrez: MLOps (Machine Learning Operations), Model Evaluation, Regression Testing, Unit Testing, Test Script Development, Test Case, System Testing, Test Automation, Software Testing, Integration Testing, Verification And Validation, Anomaly Detection, Continuous Monitoring
Compétences que vous acquerrez: Model Evaluation, Generative AI, MLOps (Machine Learning Operations), Model Deployment, Machine Learning Methods, Continuous Monitoring, AI Security, Statistical Methods, Responsible AI, Google Cloud Platform
Compétences que vous acquerrez: LangChain, LLM Application, Hugging Face, Retrieval-Augmented Generation, OpenAI API, LangGraph, Model Deployment, AI Workflows, Large Language Modeling, AI Orchestration, Generative AI, Generative Model Architectures, CI/CD, Embeddings, Text Mining, Containerization, Restful API, Open Source Technology, Data Preprocessing, Docker (Software)
Compétences que vous acquerrez: Model Evaluation, Generative AI, AI Security, Responsible AI, Google Cloud Platform, MLOps (Machine Learning Operations), Predictive Modeling, Continuous Monitoring
Compétences que vous acquerrez: Apprentissage automatique, Déploiement du modèle, Interface de programmation d'application (API), Traitement du langage naturel (NLP), Intelligence artificielle et apprentissage automatique (IA/ML), Microsoft Azure, Vision par ordinateur, Google Cloud Platform, Applications en nuage, MLOps (Apprentissage automatique), Apprentissage automatique appliqué, Livraison continue, Flask (Framework Web)
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, Project Risk Management, Compliance Management, Stakeholder Communications, Data Governance, Risk Analysis, Model Evaluation, Applied Machine Learning, Project Planning, Risk Management, Mitigation
Compétences que vous acquerrez: Model Evaluation, MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Model Deployment, Google Cloud Platform, Predictive Modeling, AI Security
Compétences que vous acquerrez: MLOps (Machine Learning Operations), Model Deployment, Test Data, Model Evaluation, Data Synthesis, Development Environment, Claims Processing, Performance Tuning, Applied Machine Learning, Computer Hardware
En résumé, voici 10 de nos cours les plus populaires sur mlops .
- Deploy & Evaluate Vision Models Effectively: Coursera
- Deconstruct AI: Complex ML Problems: Coursera
- Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Español: Google Cloud
- Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Français: Google Cloud
- Automate and Evaluate ML Pipeline Tests: Coursera
- Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 简体中文: Google Cloud
- Building LLMs with Hugging Face and LangChain: Edureka
- Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Bahasa Indonesia: Google Cloud
- Ingénierie de l'apprentissage automatique dans le nuage et MLOps: Duke University
- Managing AI Projects That Ship and Scale: Coursera
