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  • Mlops

MLOps 课程

MLOps 课程可以帮助您学习机器学习项目的部署策略、模型监控以及持续集成和交付。您可以掌握自动化工作流、管理数据管道和确保符合治理标准的技能。许多课程介绍了 TensorFlow、Kubernetes 和 MLflow 等工具,这些工具支持操作 AI Model 并简化数据科学家和 IT 团队之间的协作。


热门 MLOps 课程和认证


  • C

    Coursera

    Optimize and Deploy Edge AI Models

    您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Tensorflow, Performance Analysis, Applied Machine Learning

    中级 · 课程 · 1-4 周

  • C

    Coursera

    Validating and Safeguarding Production AI

    您将获得的技能: Anomaly Detection, MLOps (Machine Learning Operations), AI Security, Software Engineering, DevOps, CI/CD, Model Deployment, Performance Tuning, Model Evaluation, Secure Coding, Continuous Monitoring, Integration Testing, Sampling (Statistics), Data Validation, Statistical Methods, Python Programming

    中级 · 课程 · 1-3 个月

  • C

    Coursera

    Optimize ML Models: Hyperparameter Tuning

    您将获得的技能: Model Evaluation, Performance Tuning, MLOps (Machine Learning Operations), Applied Machine Learning, Machine Learning Algorithms

    中级 · 课程 · 1-4 周

  • C

    Coursera

    Evaluate and Create ML Workflows Visually

    您将获得的技能: MLOps (Machine Learning Operations), PyTorch (Machine Learning Library), Grafana, Performance Metric, Data Pipelines, Performance Analysis

    中级 · 课程 · 1-4 周

  • C

    Coursera

    Deploying Open Models

    您将获得的技能: Model Deployment, Docker (Software), Containerization, Cloud Deployment, MLOps (Machine Learning Operations), Hugging Face, Cloud Computing Architecture, Serverless Computing, Cloud Technologies, AWS SageMaker, System Monitoring, Release Management, Application Security, Infrastructure Security, Continuous Monitoring, Application Performance Management, Version Control

    中级 · 课程 · 1-4 周

  • C

    Coursera

    Integrate Embeddings and Chroma

    您将获得的技能: Vector Databases, LangChain, Data Integration, Retrieval-Augmented Generation, Prompt Engineering, AI Orchestration, OpenAI

    中级 · 课程 · 1-4 周

  • P

    Packt

    Applied Machine Learning and Model Optimization

    您将获得的技能: Supervised Learning, Feature Engineering, Applied Machine Learning, Unsupervised Learning, Model Evaluation, Machine Learning Algorithms, Predictive Modeling, Data Preprocessing, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Dimensionality Reduction, Performance Tuning

    高级设置 · 课程 · 1-3 个月

  • P

    Packt

    Real-World Edge Computing

    您将获得的技能: Application Deployment, Containerization, Kubernetes, Cloud Development, MLOps (Machine Learning Operations), Cloud Computing, Docker (Software), Application Security, DevOps, Network Infrastructure, Network Security, Microservices, Distributed Computing, Software Design, Software Development, Linux

    中级 · 课程 · 3-6 个月

  • C

    Coursera

    Optimize and Manage Your ML Codebase

    您将获得的技能: MLOps (Machine Learning Operations), Version Control, Model Deployment, CI/CD, Git (Version Control System), Continuous Deployment, Performance Tuning, Continuous Integration, Software Development Methodologies, Software Versioning, Release Management, Continuous Delivery, PyTorch (Machine Learning Library), Performance Improvement, Software Testing

    中级 · 课程 · 1-4 周

  • C

    Coursera

    GenAI Ops: Running Powerful Generative AI Systems

    您将获得的技能: Cloud Security, Emotional Intelligence, Stakeholder Management, Risking, Data Ethics, Data Governance, Data Security, Enterprise Architecture, Executive Presence, Professional Development, AI Enablement, AI Product Strategy, Infrastructure as Code (IaC), Financial Forecasting, Systems Architecture, Continuous Deployment, Terraform, Incident Management, Performance Tuning, Cloud Deployment

    中级 · 专业证书 · 3-6 个月

  • C

    Coursera

    Validate, Analyze, and Monitor ML Models

    您将获得的技能: Verification And Validation, Experimentation, Performance Testing, Benchmarking, Performance Analysis, Technical Communication

    中级 · 课程 · 1-4 周

  • C

    Coursera

    Optimize AI: Build Fast Efficient Pipelines

    您将获得的技能: Dataflow, Performance Testing, Application Performance Management, Data Pipelines, MLOps (Machine Learning Operations), Data Flow Diagrams (DFDs), Computational Thinking, Data Processing, Data Manipulation

    中级 · 课程 · 1-4 周

1…111213…35

总之,以下是 10 最受欢迎的 mlops 课程

  • Optimize and Deploy Edge AI Models: Coursera
  • Validating and Safeguarding Production AI: Coursera
  • Optimize ML Models: Hyperparameter Tuning : Coursera
  • Evaluate and Create ML Workflows Visually: Coursera
  • Deploying Open Models: Coursera
  • Integrate Embeddings and Chroma: Coursera
  • Applied Machine Learning and Model Optimization: Packt
  • Real-World Edge Computing: Packt
  • Optimize and Manage Your ML Codebase: Coursera
  • GenAI Ops: Running Powerful Generative AI Systems: Coursera

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