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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

    Applied Object Detection & Segmentation

    您将获得的技能: Model Evaluation, Model Deployment, MLOps (Machine Learning Operations), Predictive Analytics, Verification And Validation, Performance Analysis, Data Preprocessing, Image Analysis, Computer Vision, Performance Metric, Tensorflow, Data Quality, Performance Measurement, Applied Machine Learning, Failure Analysis, Data Pipelines, Deep Learning, PyTorch (Machine Learning Library), Docker (Software), Python Programming

    中级 · 专项课程 · 1-3 个月

  • 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

    Master Agentic AI: Core Principles & Real-World PC

    您将获得的技能: Threat Modeling, Feature Engineering, Anomaly Detection, Data Visualization, Data Presentation, MLOps (Machine Learning Operations), Agentic Workflows, AI Security, A/B Testing, Open Web Application Security Project (OWASP), Software Engineering, Data Ethics, Responsible AI, Technical Communication, Security Testing, Security Requirements Analysis, Agentic systems, Continuous Monitoring, CI/CD, Reinforcement Learning

    中级 · 专业证书 · 3-6 个月

  • C

    Coursera

    Document AI: Project & API Writing

    您将获得的技能: Software Documentation, Engineering Documentation, Technical Documentation, Technical Writing, Technical Communication

    中级 · 课程 · 1-4 周

  • 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

  • G

    Google Cloud

    Preparing for Google Cloud Certification: Machine Learning Engineer

    您将获得的技能: Feature Engineering, MLOps (Machine Learning Operations), Generative AI, Google Cloud Platform, Model Deployment, Tensorflow, Big Data, Keras (Neural Network Library), Machine Learning, Data Preprocessing, CI/CD, Model Evaluation, Applied Machine Learning, Apache Airflow, Data Migration, Data Cleansing, Data Quality, Data Lakes, AI Enablement, Cloud Computing

    4.4
    评分, 4.4 星,最高 5 星
    ·
    4945 条评论

    中级 · 专业证书 · 3-6 个月

  • C

    Coursera

    Advanced RAG Patterns

    您将获得的技能: Retrieval-Augmented Generation, Prompt Patterns, Agentic systems, Performance Testing, AI Workflows, Prompt Engineering, Data-Driven Decision-Making, Generative AI, Data Validation, Model Evaluation, Verification And Validation, A/B Testing, MLOps (Machine Learning Operations), Embeddings

    中级 · 课程 · 1-4 周

  • G

    Google Cloud

    Data Engineering, Big Data, and Machine Learning on GCP

    您将获得的技能: Model Deployment, Feature Engineering, PySpark, Data Import/Export, Big Data, Apache Spark, Dashboard, Data Architecture, Data Governance, Apache Kafka, Cloud Deployment, Apache Hadoop, Metadata Management, Data Storage, Apache Hive, Application Programming Interface (API), Data Quality, Data Cleansing, Applied Machine Learning, Cloud Services

    4.6
    评分, 4.6 星,最高 5 星
    ·
    4389 条评论

    中级 · 专项课程 · 3-6 个月

  • C

    Coursera

    Balance and Analyze Image Segmentation

    您将获得的技能: Failure Analysis, Applied Machine Learning, Spatial Data Analysis, Predictive Modeling, Statistical Machine Learning

    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

  • P

    Packt

    Time Series Analysis with Spark

    您将获得的技能: Model Deployment, Apache Spark, Time Series Analysis and Forecasting, MLOps (Machine Learning Operations), Big Data, Feature Engineering, Distributed Computing, Forecasting, Anomaly Detection, Generative AI, Real Time Data, Predictive Modeling, Exploratory Data Analysis, Data Pipelines, Model Evaluation, Data Cleansing, Data Transformation, Statistical Modeling

    中级 · 课程 · 1-3 个月

  • C

    Coursera

    Automate Financial Analysis with AI Pipelines

    您将获得的技能: Model Evaluation, Financial Data, Financial Forecasting, Performance Metric, Financial Analysis, Credit Risk, Predictive Modeling, Real Time Data, Financial Statement Analysis, Continuous Monitoring, Applied Machine Learning, MLOps (Machine Learning Operations), Data Pipelines, Artificial Neural Networks, Automation

    中级 · 课程 · 1-4 周

1…151617…35

总之,以下是 10 最受欢迎的 mlops 课程

  • Applied Object Detection & Segmentation: Coursera
  • Evaluate and Create ML Workflows Visually: Coursera
  • Master Agentic AI: Core Principles & Real-World PC: Coursera
  • Document AI: Project & API Writing: Coursera
  • Optimize and Manage Your ML Codebase: Coursera
  • Preparing for Google Cloud Certification: Machine Learning Engineer: Google Cloud
  • Advanced RAG Patterns: Coursera
  • Data Engineering, Big Data, and Machine Learning on GCP: Google Cloud
  • Balance and Analyze Image Segmentation: Coursera
  • Optimize AI: Build Fast Efficient Pipelines: Coursera

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