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。

Board Infinity
您将获得的技能: Cloud Management, Dashboard, Resource Utilization, Budget Management, Financial Management, Cost Control, Financial Data, Cost Management, Expense Management, Anomaly Detection, Serverless Computing, Resource Allocation, Operating Cost, Cloud Platforms, Cloud Computing Architecture, Forecasting, Capacity Management, Cloud-Native Computing, Management Reporting, Cost Reduction
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Security Information and Event Management (SIEM), Role-Based Access Control (RBAC), Dashboard Creation, Threat Detection, Incident Response, Data Import/Export, Identity and Access Management, Computer Security Incident Management, Data Integration, Data Modeling
初级 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Extract, Transform, Load, Data Pipelines, Data Transformation, Model Evaluation, Pandas (Python Package), Data Storytelling, Data Presentation, Data Preprocessing, Data Processing, PySpark, Data Quality, Apache Spark, Data-Driven Decision-Making, A/B Testing, Data Analysis, Model Training, Data Visualization, Data Governance, Machine Learning
中级 · 课程 · 1-3 个月

您将获得的技能: Cloud Deployment, Security Information and Event Management (SIEM), Google Cloud Platform, User Provisioning, Authentications, IT Security Architecture, UI Components, Cloud Management, Cyber Operations, User Interface (UI), Multi-Tenant Cloud Environments, Identity and Access Management
初级 · 课程 · 1-4 周

您将获得的技能: Site Reliability Engineering, Service Level, Service Level Agreement, Reliability, Key Performance Indicators (KPIs), System Monitoring, Performance Metric, Performance Measurement, Business Metrics, Continuous Monitoring, Return On Investment, DevOps, Customer experience improvement, Incident Management, Software Development, Business Workflow Analysis, Journey Mapping, Prioritization, Business Leadership
中级 · 课程 · 3-6 个月