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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 Vision Datasets: Augment and Analyze

    您将获得的技能: Predictive Analytics, MLOps (Machine Learning Operations), Verification And Validation, Data Preprocessing, Data Transformation, Exploratory Data Analysis, Data Manipulation, Statistical Reporting

    中级 · 课程 · 1-4 周

  • P

    Pragmatic AI Labs

    Next-Gen AI Development with Hugging Face

    您将获得的技能: Prompt Engineering, Hugging Face, Model Deployment, MLOps (Machine Learning Operations), CI/CD, Continuous Deployment, Model Evaluation, Applied Machine Learning, Continuous Integration, Transfer Learning, Data Processing, Data Preprocessing, Image Analysis, Large Language Modeling, Rust (Programming Language), Natural Language Processing, Generative AI, AI Orchestration, Data Validation, Cloud Deployment

    初级 · 专项课程 · 3-6 个月

  • C

    Coursera

    Optimizing and Governing AI Systems

    您将获得的技能: Responsible AI, Risking, Data Ethics, MLOps (Machine Learning Operations), Model Deployment, AI Enablement, AI Product Strategy, System Monitoring, Model Evaluation, Performance Tuning, Compliance Management, Technology Roadmaps, Prompt Engineering, Machine Learning, Risk Management, Generative AI, Data-Driven Decision-Making, Performance Analysis, Statistical Analysis, Cross-Functional Collaboration

    中级 · 课程 · 3-6 个月

  • E

    Edge Impulse

    Edge AI Fundamentals

    您将获得的技能: MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Artificial Intelligence, Machine Learning Methods, Deep Learning, Computer Vision, Anomaly Detection, Convolutional Neural Networks, Machine Learning, Cloud Computing, Internet Of Things, Product Engineering, Embedded Systems, Industrial Engineering, Data Science, Product Development

    初级 · 课程 · 1-4 周

  • P

    Packt

    Python Programming and Data Science Foundations for AI

    您将获得的技能: Object Oriented Programming (OOP), Data Visualization, Seaborn, Flask (Web Framework), Programming Principles, Web Applications, Statistical Methods, Data Analysis Software, Pandas (Python Package), Probability & Statistics, Data Manipulation, Data Structures, UI Components

    中级 · 课程 · 1-3 个月

  • G

    Google Cloud

    Build and Modernize Applications With Generative AI

    您将获得的技能: Generative AI, Serverless Computing, Development Testing, AI Enablement, Cloud Applications, Application Development, Web Analytics and SEO, Embeddings, Software Development Tools, Information Architecture, Code Review, Test Case, MLOps (Machine Learning Operations), Web Development Tools, Query Languages, Computer Programming Tools, Integrated Development Environments, Secure Coding, Debugging, Containerization

    4.1
    评分, 4.1 星,最高 5 星
    ·
    43 条评论

    中级 · 专项课程 · 3-6 个月

  • C

    Coursera

    Calibrate and Serve Confident AI Predictions

    您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), Applied Machine Learning, Data Pipelines, Responsible AI, Statistical Modeling

    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, Application Deployment, Continuous Deployment, Terraform, Incident Management, Performance Tuning

    中级 · 专业证书 · 3-6 个月

  • C

    Coursera

    Integrate and Optimize AI Services Seamlessly

    您将获得的技能: Cloud Deployment, Continuous Deployment, System Monitoring, API Testing, Restful API, Site Reliability Engineering, Machine Learning

    中级 · 课程 · 1-4 周

  • P

    Packt

    Databricks ML in Action

    您将获得的技能: Model Deployment, Databricks, MLOps (Machine Learning Operations), Feature Engineering, Apache Spark, Data Preprocessing, Applied Machine Learning, Data Lakes, AI Workflows, Hugging Face, Data Pipelines, PySpark, Vector Databases, Artificial Intelligence and Machine Learning (AI/ML), Retrieval-Augmented Generation, Data Quality, Machine Learning, Embeddings, Artificial Intelligence, Time Series Analysis and Forecasting

    中级 · 课程 · 1-3 个月

  • 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

    Analyzing and Securing AI System Performance

    您将获得的技能: Threat Modeling, Data Visualization, Data Presentation, AI Security, A/B Testing, Open Web Application Security Project (OWASP), Security Testing, Security Requirements Analysis, Secure Coding, Application Security, System Monitoring, MLOps (Machine Learning Operations), Analytics, Data Governance, Cyber Governance, Data Cleansing, Data Processing, Data Management, Data Quality, Data Validation

    中级 · 课程 · 1-3 个月

1…121314…35

总之,以下是 10 最受欢迎的 mlops 课程

  • Optimize Vision Datasets: Augment and Analyze: Coursera
  • Next-Gen AI Development with Hugging Face: Pragmatic AI Labs
  • Optimizing and Governing AI Systems: Coursera
  • Edge AI Fundamentals: Edge Impulse
  • Python Programming and Data Science Foundations for AI: Packt
  • Build and Modernize Applications With Generative AI: Google Cloud
  • Calibrate and Serve Confident AI Predictions: Coursera
  • GenAI Ops: Running Powerful Generative AI Systems: Coursera
  • Integrate and Optimize AI Services Seamlessly: Coursera
  • Databricks ML in Action: Packt

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