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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

    Statistical Inference & Predictive Modeling Foundations

    您将获得的技能: Descriptive Statistics, A/B Testing, Classification And Regression Tree (CART), Dashboard, Model Evaluation, Model Deployment, Data-Driven Decision-Making, Risk Analysis, Histogram, Statistical Inference, Strategic Decision-Making, Data Presentation, Predictive Modeling, Statistical Hypothesis Testing, Risk Mitigation, Regression Analysis, Data Visualization, MLOps (Machine Learning Operations), Decision Tree Learning, Keras (Neural Network Library)

    中级 · 专项课程 · 3-6 个月

  • P

    Pragmatic AI Labs

    Hugging Face Hub and Ecosystem Fundamentals

    您将获得的技能: Hugging Face, Model Deployment, Transfer Learning, MLOps (Machine Learning Operations), Data Processing, Model Evaluation, Image Analysis, Natural Language Processing, Applied Machine Learning, Data Pipelines, Knowledge of Apple Hardware

    中级 · 课程 · 1-3 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

  • N

    NVIDIA

    AI 基础设施和 Operator 基础知识

    您将获得的技能: 硬件架构, 信息技术基础设施, 云计算, 模型部署, Devops 工具, 数据基础设施, 网络基础设施, 数据中心, 云基础设施, 生成式人工智能, 深度学习, 基础设施架构, 人工智能, 人工智能协调, 机器学习, 信息技术业务, MLOps(机器学习运营), 计算机结构, 大型语言建模, 人工智能和机器学习(AI/ML)

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

    初级 · 课程 · 1-4 周

  • C

    Coursera

    Optimize AI: Fine-Tune & Maximize Accuracy

    您将获得的技能: Vision Transformer (ViT), Model Deployment, MLOps (Machine Learning Operations), Applied Machine Learning, Keras (Neural Network Library), Predictive Modeling

    中级 · 课程 · 1-4 周

  • C

    Coursera

    Evaluating LLM Performance and Efficiency

    您将获得的技能: Product Requirements, Prompt Engineering, Prompt Patterns, LLM Application, Process Mapping, MLOps (Machine Learning Operations), Operational Efficiency, Large Language Modeling, Model Evaluation, Process Optimization, Workflow Management, Cost Reduction, Cost Management, User Acceptance Testing (UAT), Vector Databases, Standard Operating Procedure, Key Performance Indicators (KPIs), Artificial Intelligence and Machine Learning (AI/ML)

    中级 · 课程 · 1-4 周

  • E

    Edge Impulse

    Edge AI for Microcontrollers

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

    4.8
    评分, 4.8 星,最高 5 星
    ·
    884 条评论

    中级 · 专项课程 · 1-3 个月

  • P

    Pragmatic AI Labs

    GitHub Enterprise Administration

    您将获得的技能: GitHub, Package and Software Management, Okta, Azure Active Directory, Security Assertion Markup Language (SAML), Enterprise Application Management, Single Sign-On (SSO), Git (Version Control System), CI/CD, Authorization (Computing), Role-Based Access Control (RBAC), Enterprise Security, Identity and Access Management, Apache Maven, User Provisioning, MLOps (Machine Learning Operations), Containerization, Security Controls, Security Strategy, Automation

    初级 · 课程 · 1-4 周

  • C

    Coursera

    Deploy, Evaluate and Create AI Systems

    您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Application Deployment, Cloud Deployment, Continuous Deployment, Containerization, Docker (Software), DevOps, Release Management, Version Control, Dependency Analysis, Performance Tuning, CI/CD, Performance Testing, Package and Software Management, Performance Analysis, Performance Metric, Application Performance Management, Application Development, Cost Benefit Analysis

    中级 · 课程 · 1-4 周

  • C

    Coursera

    Validate Multimodal Data: Ensure Quality

    您将获得的技能: Data Integrity, Verification And Validation, Reconciliation, Debugging, Auditing

    中级 · 课程 · 1-4 周

  • 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

与 mlops 相关的搜索

mlops | machine learning operations
mlops specialization
mlops (machine learning operations)
mlops platforms: amazon sagemaker and azure ml
mlops aws
mlops | machine learning operations specialization
mlops tools: mlflow and hugging face
mlops azure
1…121314…35

总之,以下是 10 最受欢迎的 mlops 课程

  • Statistical Inference & Predictive Modeling Foundations: Coursera
  • Hugging Face Hub and Ecosystem Fundamentals: Pragmatic AI Labs
  • Edge AI Fundamentals: Edge Impulse
  • Python Programming and Data Science Foundations for AI: Packt
  • AI 基础设施和 Operator 基础知识: NVIDIA
  • Optimize AI: Fine-Tune & Maximize Accuracy: Coursera
  • Evaluating LLM Performance and Efficiency: Coursera
  • Edge AI for Microcontrollers: Edge Impulse
  • GitHub Enterprise Administration: Pragmatic AI Labs
  • Deploy, Evaluate and Create AI Systems: Coursera

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