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
University of Colorado Boulder
您将获得的技能: Natural Language Processing, Model Evaluation, Embeddings, Text Mining, Logistic Regression, Artificial Intelligence and Machine Learning (AI/ML), Statistical Modeling, Machine Learning Methods, Classification Algorithms, Unstructured Data, Deep Learning, Probability Distribution, Linear Algebra, Algorithms
状态：免费试用University of Colorado Boulder
您将获得的技能: Linux, 命令行界面, 计算机结构, 编程原则, 脚本, 大数据, 分布式计算, 可扩展性, 性能调整, 操作系统, 文件系统, Bash（脚本语言）
状态：免费试用University of Colorado Boulder
您将获得的技能: 项目规划, 数据分析, 数据预处理, 物联网, 监督学习, 大数据, 数据存储, 分析, 产品规划, 机器学习, 机器学习算法, 测量系统, 无监督学习, 员工管理, 新产品开发, 文件系统, 产品开发
状态：免费试用您将获得的技能: Terraform, CI/CD, Infrastructure as Code (IaC), Continuous Integration, Ansible, Application Performance Management, Prometheus (Software), Network Monitoring, Continuous Deployment, Kubernetes, Application Deployment, System Monitoring, Package and Software Management, GitHub, Docker (Software), Software Development Tools, Containerization, YAML, Infrastructure As A Service (IaaS), Automation
Google Cloud
您将获得的技能: Data Cleansing, Exploratory Data Analysis, Data Preprocessing, Data Manipulation, Data Transformation, Data Quality, Data Analysis, Data Visualization, Google Cloud Platform, Data Management
状态：新状态：免费试用University of Colorado Boulder
您将获得的技能: File I/O, C and C++, Communication Systems
与 mlops 相关的搜索
总之，以下是 6 最受欢迎的 mlops 课程
- Fundamentals of Natural Language Processing: University of Colorado Boulder
- 高性能和并行计算简介: University of Colorado Boulder
- 项目规划与机器学习: University of Colorado Boulder
- DevOps: Introduction to Developer Operations: Codio
- Dataprep: Qwik Start: Google Cloud
- Parallel Computing with MPI: University of Colorado Boulder
