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: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, AI Workflows, Data Preprocessing, Computing Platforms
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Jupyter, Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Development Environment, Exploratory Data Analysis
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Jupyter, MLOps (Machine Learning Operations), Model Deployment, Google Cloud Platform, Data Preprocessing, Development Environment
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: MLOps (Machine Learning Operations), Jupyter, Model Deployment, Google Cloud Platform, Machine Learning, Data Preprocessing, Virtual Environment, Development Environment
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Jupyter, MLOps (Machine Learning Operations), Google Cloud Platform, Model Deployment, Machine Learning, Development Environment, Collaborative Software, Exploratory Data Analysis
初级 · 课程 · 1-4 周

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

Google Cloud
您将获得的技能: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, MLOps (Machine Learning Operations), Data Store, Data Pipelines, Data Transformation, Keras (Neural Network Library), Applied Machine Learning, Machine Learning
中级 · 课程 · 1-3 个月

您将获得的技能: Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Tensorflow, Performance Tuning, Model Evaluation, Systems Architecture, Data Validation, Machine Learning, Distributed Computing, Scalability, Hybrid Cloud Computing, Debugging
高级设置 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: AI Security, Google Cloud Platform, Gemini, Generative AI, AI Product Strategy, Responsible AI, Cloud Infrastructure, Data Governance, Artificial Intelligence, Business Strategy, MLOps (Machine Learning Operations), Innovation
初级 · 课程 · 1-3 个月

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

Google Cloud
您将获得的技能: MLOps (Machine Learning Operations), Data Preprocessing, Model Deployment, Data Governance, Data Management, AI Workflows, Google Cloud Platform, Tensorflow, Machine Learning, Model Evaluation, Data Pipelines, Data Transformation, Cloud Deployment, Containerization
中级 · 课程 · 1-3 个月
Universidad de los Andes
您将获得的技能: Social Network Analysis, Systems Thinking, Data Presentation, Unsupervised Learning, Risk Analysis, Deep Learning, Computer Vision, Reinforcement Learning, Natural Language Processing, Predictive Modeling, MLOps (Machine Learning Operations), Time Series Analysis and Forecasting, Project Management Life Cycle, Logistic Regression, Cash Flows, Descriptive Analytics, Marketing Analytics, Stakeholder Engagement, Simulations, Operations Research
获得学位
学位 · 1-4 年