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
Statut : NouveauStatut : Essai gratuitCompétences que vous acquerrez: Model Deployment, Multi-Cloud, Cloud Security, AI Security, MLOps (Machine Learning Operations), DevSecOps, Cloud Management, Investigation, Microservices, Site Reliability Engineering, Security Controls, CI/CD, System Monitoring, Infrastructure as Code (IaC), Compliance Management, Automation, Kubernetes, Docker (Software), Incident Management, Performance Analysis
Statut : NouveauStatut : Essai gratuitCompétences que vous acquerrez: Model Deployment, MLOps (Machine Learning Operations), Model Evaluation, Machine Learning Software, Workflow Management, Predictive Modeling, Business Process, Governance Risk Management and Compliance, Continuous Monitoring, SAS (Software), Text Mining, R Programming, Scheduling
Statut : NouveauStatut : Essai gratuitCompétences que vous acquerrez: LangChain, LLM Application, Prompt Engineering, API Design, MLOps (Machine Learning Operations), Large Language Modeling, Performance Tuning, Microservices, Application Deployment, Kubernetes, Scalability, Site Reliability Engineering, DevOps, CI/CD, Docker (Software), Python Programming, Containerization, System Monitoring, Cloud Platforms, Security Controls
Statut : NouveauStatut : Essai gratuitCompétences que vous acquerrez: Threat Modeling, Data Loss Prevention, Mobile Security, DevSecOps, MLOps (Machine Learning Operations), Vulnerability Scanning, LLM Application, Site Reliability Engineering, Security Engineering, Anomaly Detection, Application Security, Responsible AI, Security Controls, Data Security, Incident Response, CI/CD, Infrastructure Security, Continuous Monitoring, Penetration Testing, Process Optimization
Statut : NouveauStatut : Essai gratuitCompétences que vous acquerrez: Generative AI, Generative Model Architectures, MLOps (Machine Learning Operations), Generative Adversarial Networks (GANs), Model Deployment, Microsoft Azure, PyTorch (Machine Learning Library), Image Analysis, Deep Learning, Model Evaluation, Tensorflow, Prototyping, Image Quality, Time Series Analysis and Forecasting, Forecasting
Statut : NouveauStatut : PrévisualisationCoursera
Compétences que vous acquerrez: MLOps (Machine Learning Operations), Application Performance Management, System Monitoring, Model Deployment, Continuous Monitoring, Performance Tuning, Process Optimization, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Data Mapping, Root Cause Analysis, Performance Metric, Performance Analysis
Statut : NouveauStatut : Essai gratuitCompétences que vous acquerrez: LangChain, LLM Application, Prompt Engineering, Model Deployment, Large Language Modeling, OpenAI API, Application Programming Interface (API), Application Deployment, Retrieval-Augmented Generation, LangGraph, OpenAI, Containerization, CI/CD, Continuous Deployment, Postman API Platform, Artificial Intelligence, Continuous Integration, Amazon Web Services, Authentications, Performance Analysis
Statut : NouveauStatut : Essai gratuitCompétences que vous acquerrez: Model Deployment, Logistic Regression, Probability & Statistics, Statistics, Model Evaluation, Classification And Regression Tree (CART)
Statut : NouveauStatut : Essai gratuitCompétences que vous acquerrez: LLM Application, CI/CD, Amazon CloudWatch, Infrastructure as Code (IaC), Cloud Deployment, DevSecOps, Enterprise Security, DevOps, Docker (Software), Cloud Management, System Monitoring, Performance Testing
Statut : NouveauStatut : Essai gratuitCompétences que vous acquerrez: Responsible AI, Exploratory Data Analysis, Data Storytelling, Dashboard, Data Presentation, Model Evaluation, Data Literacy, No-Code Development, Business Analytics, Data Science, Business Analysis, Model Deployment, Applied Machine Learning, Data Ethics, Data Capture, MLOps (Machine Learning Operations), Machine Learning, Data Analysis, Predictive Modeling, Data Visualization
Statut : NouveauStatut : Essai gratuitCompétences que vous acquerrez: Model Deployment, MLOps (Machine Learning Operations), AI Orchestration, Dependency Analysis, Application Deployment, Continuous Deployment, Generative AI, Release Management, Regression Testing, Cloud Deployment, Verification And Validation, Site Reliability Engineering, CI/CD, Model Evaluation, Continuous Delivery, Data-Driven Decision-Making, Application Performance Management, Software Technical Review, Kubernetes, System Requirements
Statut : Essai gratuitCompétences que vous acquerrez: Infrastructure en nuage, MLOps (Apprentissage automatique), Tensorflow, Flux de travail IA, Apprentissage automatique, IA générative, Big Data, Déploiement du modèle, Google Cloud Platform, Intelligence artificielle, Apprentissage supervisé, Ingénierie de requête
En résumé, voici 10 de nos cours les plus populaires sur mlops .
- AI Systems Reliability & Security: Coursera
- Managing Machine Learning Models: SAS
- Build Next-Gen LLM Apps with LangChain & LangGraph: Coursera
- AI Security: Security in the Age of Artificial Intelligence: Coursera
- Core generative models and techniques: Microsoft
- AppDynamics Monitoring: Coursera
- Optimizing and Deploying LLM Systems: Edureka
- SAS Certification Practice Exams: SAS
- Automate & Secure LLM Deployments: Coursera
- No-Code Machine Learning and Data Science for Everyone: LearnQuest
