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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

    Vision & Audio AI Systems

    您将获得的技能: Apache Airflow, Data Validation, Image Analysis, Transfer Learning, Data Preprocessing, Data Integrity, Model Evaluation, Debugging, Computer Vision, PyTorch (Machine Learning Library), Data Pipelines, Feature Engineering, MLOps (Machine Learning Operations), Tensorflow, Algorithms, Embeddings, Applied Machine Learning, Performance Tuning, Deep Learning, Digital Signal Processing

    高级设置 · 专项课程 · 3-6 个月

  • 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

    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

    Reproduce and Evaluate AI Research Workflows

    您将获得的技能: Configuration Management, Experimentation, Software Documentation, Data Maintenance, Analysis, Workflow Management

    中级 · 课程 · 1-4 周

  • 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

    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

  • 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

  • C

    Coursera

    Engineer, Validate, and Govern ML Data

    您将获得的技能: Apache Airflow, Data Governance, Apache Spark, PySpark, Databricks

    中级 · 课程 · 1-4 周

  • C

    Coursera

    Mastering Application Performance Monitoring in AppDynamics

    您将获得的技能: Dashboard, Application Performance Management, Role-Based Access Control (RBAC), MLOps (Machine Learning Operations), System Monitoring, Enterprise Application Management, Performance Tuning, Performance Analysis, Management Reporting, Performance Metric, Anomaly Detection, Real Time Data, Continuous Monitoring, Model Deployment, Devops Tools, Model Evaluation, Operational Performance Management, Site Reliability Engineering, DevOps, Root Cause Analysis

    初级 · 专项课程 · 1-3 个月

  • 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

    Production AI Model Development and Ethics

    您将获得的技能: Responsible AI, Model Deployment, Feature Engineering, MLOps (Machine Learning Operations), Model Evaluation, Data Ethics, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Data Preprocessing, Machine Learning, Data Pipelines, Deep Learning, Software Documentation, Technical Documentation, Scalability

    中级 · 课程 · 1-4 周

1…151617…35

总之,以下是 10 最受欢迎的 mlops 课程

  • Vision & Audio AI Systems: Coursera
  • Databricks ML in Action: Packt
  • Validate Multimodal Data: Ensure Quality: Coursera
  • Reproduce and Evaluate AI Research Workflows: Coursera
  • Applied Object Detection & Segmentation: Coursera
  • Balance and Analyze Image Segmentation: Coursera
  • Time Series Analysis with Spark: Packt
  • Automate Financial Analysis with AI Pipelines: Coursera
  • Engineer, Validate, and Govern ML Data: Coursera
  • Mastering Application Performance Monitoring in AppDynamics: Coursera

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