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课程长度必需的
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探索 MLOps 课程目录
状态：免费试用Google Cloud
您将获得的技能: Data Pipelines, Dataflow, Extract, Transform, Load, Google Cloud Platform, Data Integration, Data Migration, Data Processing, Apache Hadoop, Serverless Computing, Apache Spark, Big Data, Data Transformation
状态：免费试用University of Colorado Boulder
您将获得的技能: 机器学习算法, 计算机视觉, Python 程序设计, 人工智能, 预测建模, 监督学习, 数据科学, 无监督学习, 探索性数据分析, 张力流, 降维, 机器学习, 人工神经网络, 随机森林算法, 深度学习, 应用机器学习, Keras（神经网络库）, 分类与回归树 (CART), Scikit-learn （机器学习库）, 图像分析
状态：新状态：免费试用您将获得的技能: Plot (Graphics), Scripting, Scientific Visualization, Visualization (Computer Graphics), Graphing, Scripting Languages, Scalability, Text Mining, Statistical Analysis, Time Series Analysis and Forecasting, Data Visualization, Descriptive Statistics, Mathematical Software, Software Installation, Numerical Analysis, Mathematical Modeling, Predictive Modeling, Programming Principles, Python Programming, Data Analysis
状态：免费试用L&T EduTech
您将获得的技能: Oil and Gas, Petroleum Industry, Big Data, Data Management, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Process Engineering, Geostatistics, Anomaly Detection, Image Analysis, Process Control, Production Process, Energy and Utilities, Machine Learning, Automation, Physical Science, Natural Resource Management, 3D Modeling, Exploratory Data Analysis
状态：免费试用University of Minnesota
您将获得的技能: 案例研究, 业务系统, 变革管理, 商务, 供应链系统, 组织变革, 企业战略, 企业资源规划, 商业技术, 企业管理, 业务过程, 系统实施
状态：新状态：免费试用您将获得的技能: Dimensionality Reduction, Text Mining, Applied Machine Learning, Statistical Machine Learning, Supervised Learning, Unsupervised Learning, Python Programming, Machine Learning, Predictive Modeling, Regression Analysis, Algorithms
状态：免费试用Alibaba Cloud Academy
您将获得的技能: Docker (Software), Containerization, Kubernetes, Terraform, Prometheus (Software), Application Deployment, DevOps, Performance Testing, Application Performance Management, Cloud Services, System Monitoring, Event Monitoring
状态：新状态：免费试用University of Colorado Boulder
您将获得的技能: Software Architecture, Cloud Development
状态：免费试用University of Colorado Boulder
您将获得的技能: 统计建模, 线性代数, 数据分析, 预测建模, R 语言程序设计（中文版）, 统计推理, 回归分析, 机器学习, 分类与回归树 (CART), 概率分布, 微积分, 统计方法, 数据伦理
状态：免费试用您将获得的技能: Data Ethics, Google Cloud Platform, Responsible AI, Machine Learning, Data Strategy, Data Governance, Innovation, AI Product Strategy, Feasibility Studies, Business Analysis, Business Priorities, Project Management Life Cycle
总之，以下是 10 最受欢迎的 mlops 课程
- Building Batch Data Pipelines on Google Cloud: Google Cloud
- 机器学习：理论与 Python 上机实践: University of Colorado Boulder
- Octave for Machine Learning: Data Analysis Mastery: EDUCBA
- AI & ML Applications in Oil and Gas Industry: L&T EduTech
- 企业系统: University of Minnesota
- NLP – Machine Learning Models in Python: Packt
- DevOps on Alibaba Cloud: Alibaba Cloud Academy
- Efficient Programming: University of Colorado Boulder
- 广义线性模型和非参数回归: University of Colorado Boulder
- Managing Machine Learning Projects with Google Cloud: Google Cloud
