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。

您将获得的技能: Tensorflow, Model Deployment, Keras (Neural Network Library), Google Cloud Platform, Cloud Deployment, Deep Learning, MLOps (Machine Learning Operations), Data Preprocessing, Machine Learning Methods, Artificial Neural Networks, Data Pipelines, Application Programming Interface (API)
中级 · 课程 · 1-3 个月

您将获得的技能: Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Artificial Intelligence, Data Quality, Cloud API, Applied Machine Learning, Model Deployment, Machine Learning, MLOps (Machine Learning Operations), Business Intelligence, Natural Language Processing
初级 · 课程 · 1-4 周

您将获得的技能: Docker (Software), CI/CD, Model Deployment, Cloud Deployment, Cloud Development, Application Performance Management, Google App Engine
中级 · 课程 · 1-3 个月
您将获得的技能: Model Deployment, Generative AI, Transfer Learning, Kubernetes, Containerization, Docker (Software), Cloud Infrastructure, Scalability, Prompt Engineering, MLOps (Machine Learning Operations), Large Language Modeling, Performance Tuning, Continuous Deployment, Continuous Monitoring, System Monitoring, Emerging Technologies, Process Optimization, Model Evaluation, Automation, Job Evaluation
中级 · 课程 · 1-3 个月

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

您将获得的技能: Responsible AI, Data Ethics, Artificial Intelligence, Google Cloud Platform, Open Source Technology, MLOps (Machine Learning Operations), Model Evaluation, Data Quality
中级 · 课程 · 1-3 个月

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

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

Google Cloud
您将获得的技能: Feature Engineering, Data Preprocessing, Dataflow, Tensorflow, Data Store, MLOps (Machine Learning Operations), Data Pipelines, Keras (Neural Network Library), Data Transformation, Data Modeling, Applied Machine Learning, 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, Tensorflow, Google Cloud Platform, Systems Design, Applied Machine Learning, Data Validation, Model Evaluation, Technical Design, Performance Tuning, Distributed Computing, Cloud Deployment, Scalability, Data Pipelines, Debugging
高级设置 · 课程 · 1-3 个月

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

您将获得的技能: Model Deployment, Generative AI, Cloud Deployment, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, MLOps (Machine Learning Operations), AI Workflows, System Monitoring, Feature Engineering, Continuous Monitoring, Applied Machine Learning, Data Preprocessing, Advanced Analytics, Artificial Intelligence, Deep Learning, Data Processing, Machine Learning
中级 · 课程 · 1-4 周