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。
Amazon Web Services
您将获得的技能: Amazon CloudWatch, DevOps, Devops Tools, Code Review, Amazon Web Services, AI Security, Application Performance Management, Artificial Intelligence and Machine Learning (AI/ML), Anomaly Detection, Continuous Monitoring, System Monitoring, Vulnerability Scanning, Predictive Analytics
初级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Billing Systems, Cloud Computing, Billing, Cloud Management, Cloud Services, Cost Management, Cost Control, Budget Management, Cloud Infrastructure, Dashboard, Resource Utilization, Budgeting, Virtual Machines, Cost Accounting, Cross-Functional Collaboration, Financial Management, Expense Management, Anomaly Detection, Serverless Computing, Cost Reduction
中级 · 专项课程 · 1-3 个月

您将获得的技能: Cloud Management, Azure DevOps, Infrastructure as Code (IaC), Cloud Computing, CI/CD, Microsoft Azure, DevOps, Cloud Infrastructure, Virtual Machines, Automation, User Provisioning, YAML, Process Optimization, System Monitoring, Compliance Training, Git (Version Control System)
中级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Billing Systems, Billing, Cloud Management, Cost Management, Cost Control, Budget Management, Financial Management, Budgeting, Virtual Machines, Cloud Computing, Cost Accounting, Expense Management, Cost Reduction, Virtualization and Virtual Machines, Case Studies, Financial Analysis, Resource Utilization
中级 · 课程 · 1-4 周

您将获得的技能: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Deep Learning, A/B Testing, Transfer Learning, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization
中级 · 专项课程 · 3-6 个月

您将获得的技能: Model Deployment, Applied Machine Learning, Predictive Modeling, Microsoft Azure, No-Code Development, Machine Learning, Data Preprocessing, Cloud Deployment, Feature Engineering, Model Evaluation, Data Science, Data Analysis, Classification Algorithms
初级 · 指导项目 · 不超过 2 小时

Whizlabs
您将获得的技能: DevOps, CI/CD, Containerization, Continuous Integration, Cloud Security, Kubernetes, Software Development, Google Cloud Platform, Continuous Delivery, Cloud-Native Computing, Application Deployment, General Networking, System Monitoring, Virtual Networking, Identity and Access Management, Load Balancing, Scalability
初级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Cloud Management, Dashboard, Resource Utilization, Financial Management, Cost Management, Anomaly Detection, Serverless Computing, Cloud Computing Architecture, Forecasting, Containerization, Change Management, Presentations, Generative AI, Case Studies
中级 · 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, Application Performance Management, Performance Measurement, Business Metrics, Continuous Monitoring, Operational Performance Management, Return On Investment, DevOps, Customer experience improvement, Incident Management, Software Development, Prioritization, Business Leadership
中级 · 课程 · 3-6 个月

Edureka
您将获得的技能: 机器学习, 深度学习, 数据科学, 卷积神经网络, 人工智能, 自然语言处理, 预测建模, 监督学习, 数据预处理, 张力流, 分类算法, 应用机器学习, 递归神经网络 (RNN), 文本挖掘
初级 · 课程 · 1-4 周
您将获得的技能: Model Context Protocol, AI Workflows, Tool Calling, Anthropic Claude, Real Time Data, Debugging, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Servers, Artificial Intelligence, Middleware, Data Access, Server Side, Generative AI
中级 · 课程 · 1-4 周

您将获得的技能: Retrieval-Augmented Generation, Model Context Protocol, Agentic Workflows, AI Orchestration, Generative AI Agents, Anthropic Claude, Prompt Engineering, Tool Calling, Generative AI, Automation, Scalability, Application Programming Interface (API), Servers, Python Programming
中级 · 课程 · 1-4 周