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。

Google Cloud
您将获得的技能: Big Data, Analytics, Data Analysis, Applied Machine Learning, MLOps (Machine Learning Operations), Google Cloud Platform, Machine Learning, Predictive Modeling, SQL
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Data Governance, Data Management, AI Workflows, Business Workflow Analysis, Data Pipelines, Google Cloud Platform, Applied Machine Learning, Model Evaluation, Predictive Modeling, Machine Learning
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Systems Design, Tensorflow, Model Evaluation, Applied Machine Learning, Machine Learning, Hybrid Cloud Computing, Performance Tuning, Google Cloud Platform, Distributed Computing, Scalability, Data Pipelines, Debugging, Data Validation
高级设置 · 课程 · 1-3 个月
Universidad de los Andes
您将获得的技能: Social Network Analysis, Data Presentation, Systems Thinking, Unsupervised Learning, Deep Learning, Reinforcement Learning, Computer Vision, Natural Language Processing, Predictive Modeling, Time Series Analysis and Forecasting, Project Management Life Cycle, MLOps (Machine Learning Operations), Logistic Regression, Stakeholder Engagement, Marketing Analytics, Strategic Decision-Making, Simulations, Descriptive Analytics, Pandas (Python Package), Operations Research
获得学位
学位 · 1-4 年
初级 · 专项课程

IBM
您将获得的技能: Data Management, 数据管理, 数据建模, 流程改进, 数据质量, 数据管道, 数据驱动决策, 数据整合, 数据转换, 分类学, 数据扫盲, 数据战略, 冲刺回顾, Data Governance, 业务重点, 元数据管理, 冲刺计划
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

Board Infinity
您将获得的技能: Cloud Computing, Cloud Services, Cost Management, Cloud Infrastructure, Budget Management, Cross-Functional Collaboration, Expense Management, Billing, Amazon Web Services, Financial Analysis, Accountability, Resource Utilization
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: 机器学习, Prompt Engineering, 自然语言处理, 拥抱的脸, 及时工程, 集装箱化, 开放源码技术, 模型部署, 法学硕士申请, 大型语言建模
初级 · 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

Coursera
您将获得的技能: Apache Airflow, Docker (Software), Git (Version Control System), Data Pipelines, Containerization, CI/CD, Debugging, Ansible, Continuous Deployment, Database Management, Performance Tuning, Infrastructure as Code (IaC), Continuous Integration, Workflow Management, DevOps, SQL, Automation, Configuration Management, Root Cause Analysis, Python Programming
中级 · 专项课程 · 3-6 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