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: Model Evaluation, Model Training, MLOps (Machine Learning Operations), System Monitoring, Continuous Monitoring, Model Deployment, Verification And Validation, Performance Metric, A/B Testing, Statistical Methods, Failure Analysis, Statistical Hypothesis Testing, Applied Machine Learning, Statistical Analysis, Scikit Learn (Machine Learning Library), Benchmarking
Intermédiaire · Cours · 1 à 3 mois

Compétences que vous acquerrez: Verification And Validation, Release Management, Maintainability, Experimentation, Performance Testing, Benchmarking, Performance Analysis
Intermédiaire · Cours · 1 à 4 semaines

Compétences que vous acquerrez: Model Deployment, AWS SageMaker, MLOps (Machine Learning Operations), Image Analysis, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Amazon Web Services, Model Training, Deep Learning, AI Personalization, Cloud Solutions, Artificial Intelligence, Model Evaluation, Applied Machine Learning, AI Integrations, Computer Vision, Machine Learning, Feature Engineering, Text Mining, Data Wrangling
Débutant · Cours · 1 à 4 semaines

Compétences que vous acquerrez: Site Reliability Engineering, Scalability, Performance Analysis, Event Monitoring, Service Level Agreement, Dashboard Creation, Performance Review
Intermédiaire · Cours · 1 à 4 semaines

Google Cloud
Compétences que vous acquerrez: Google Gemini, Google Cloud Platform, Generative AI Agents, Generative AI, Gemini, AI Enablement, AI Security, AI Product Strategy, Cloud Solutions, Responsible AI, AI literacy, Data Governance, Cloud Infrastructure, Artificial Intelligence, MLOps (Machine Learning Operations), Model Deployment
Débutant · Cours · 1 à 3 mois

LearnQuest
Compétences que vous acquerrez: No-Code Development, Model Training, Model Deployment, Model Optimization, Applied Machine Learning, Machine Learning Software, MLOps (Machine Learning Operations), Machine Learning, Return On Investment, Model Evaluation, Performance Measurement, Business Metrics, Responsible AI, Cloud Deployment, Cloud Computing, Big Data, Scalability, Workflow Management, Continuous Improvement Process, Compliance Management
Intermédiaire · Cours · 1 à 4 semaines

Compétences que vous acquerrez: Model Deployment, Apache Spark, Time Series Analysis and Forecasting, MLOps (Machine Learning Operations), Big Data, Feature Engineering, Statistical Analysis, Distributed Computing, Forecasting, Anomaly Detection, Generative AI, Predictive Modeling, Model Training, Exploratory Data Analysis, Data Pipelines, Model Evaluation, Data Cleansing, Data Transformation, Data Quality, Statistical Modeling
Intermédiaire · Cours · 1 à 3 mois

Compétences que vous acquerrez: Model Deployment, Cloud-Native Computing, Application Deployment, Containerization, Security Controls, Kubernetes, Network Planning And Design, MLOps (Machine Learning Operations), Cloud Computing, Endpoint Security, Applied Machine Learning, Enterprise Application Management, Continuous Deployment, Cloud Infrastructure, Docker (Software), Application Security, DevOps, General Networking, Software Design, Software Development
Intermédiaire · Cours · 3 à 6 mois

Compétences que vous acquerrez: Model Deployment, MLOps (Machine Learning Operations), Model Optimization, Automation, Artificial Intelligence and Machine Learning (AI/ML), Model Training, Machine Learning Methods, No-Code Development, Data Preprocessing, Scikit Learn (Machine Learning Library), Machine Learning, Model Evaluation, Applied Machine Learning, Predictive Modeling, Feature Engineering, Data-Driven Decision-Making, Machine Learning Algorithms, Artificial Intelligence, Data Validation, Data Quality
Débutant · Cours · 1 à 4 semaines

Compétences que vous acquerrez: Model Training, Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Model Optimization, Tensorflow, Performance Tuning, Model Evaluation, Systems Architecture, Data Validation, Machine Learning, Distributed Computing, Hybrid Cloud Computing, Debugging, Dependency Analysis
Avancées · Cours · 1 à 3 mois

Google Cloud
Compétences que vous acquerrez: Jupyter, Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Development Environment
Débutant · Cours · 1 à 4 semaines

Google Cloud
Compétences que vous acquerrez: Jupyter, MLOps (Machine Learning Operations), Model Deployment, AI Workflows, Google Cloud Platform, Data Preprocessing, Applied Machine Learning
Débutant · Cours · 1 à 4 semaines