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。
Universidad de los Andes
您将获得的技能: Social Network Analysis, Systems Thinking, Unsupervised Learning, Data Storytelling, Deep Learning, Reinforcement Learning, Computer Vision, Predictive Modeling, MLOps (Machine Learning Operations), Risk Analysis, Time Series Analysis and Forecasting, Project Management Life Cycle, Logistic Regression, Marketing Analytics, Financial Modeling, Descriptive Analytics, Data Cleansing, Simulations, Natural Language Processing, Operations Research
获得学位
学位 · 1-4 年

Universidad de los Andes
您将获得的技能: Real-Time Operating Systems, Semantic Web, Supervised Learning, LLM Application, Unsupervised Learning, Cloud-Native Computing, Continuous Deployment, Model Evaluation, Reinforcement Learning, Computer Vision, Project Controls, Natural Language Processing, MLOps (Machine Learning Operations), Biomedical Engineering, Artificial Intelligence, Generative AI, Probability & Statistics, Control Systems, Data Ethics, Generative Adversarial Networks (GANs)
获得学位
学位 · 1-4 年

IBM
您将获得的技能: 数据战略, 数据建模, 数据管理, Data Management, 冲刺回顾, 流程改进, Data Governance, 业务重点, 数据整合, 数据质量, 数据管道, 元数据管理, 冲刺计划, 数据扫盲, 数据转换, 数据驱动的决策制定, 分类学
初级 · 课程 · 1-3 个月

Board Infinity
您将获得的技能: Cloud Management, Billing, Cloud Computing, Cloud Platforms, Cost Management, Multi-Cloud, Expense Management, Cross-Functional Collaboration, Financial Controls, Amazon Web Services, Budgeting, Account Management, Automation
中级 · 课程 · 1-4 周

Whizlabs
您将获得的技能: Machine Learning Algorithms, Image Analysis, Reinforcement Learning, Classification Algorithms, Forecasting, Algorithms, AWS SageMaker, Machine Learning, Supervised Learning, Unsupervised Learning, Predictive Modeling, Regression Analysis, Natural Language Processing
初级 · 课程 · 1-4 周

Duke University
您将获得的技能: 拥抱的脸, 集装箱化, 自然语言处理, Open Source 技术, 机器学习, LLM 申请, 大型语言模型, 模型部署, Prompt Engineering
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 持续监测, Devops, 服务水平, 软件文档, 云计算, 风险管理框架, 网站可靠性工程, 系统监控
中级 · 课程 · 1-3 个月

Amazon Web Services
您将获得的技能: Key Performance Indicators (KPIs), Performance Measurement, Performance Metric, Business Metrics, Amazon Web Services, Return On Investment, Organizational Effectiveness, Cloud Platforms, Operating Cost
混合 · 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
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
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, Role-Based Access Control (RBAC), Virtual Networking, 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