数学优化课程可以帮助您学习线性规划、整数规划和非线性优化技术。您可以掌握制定优化问题、分析约束条件和应用算法寻找最优解的技能。许多课程都会介绍 Python、R 和 MATLAB 等工具,这些工具可用于实施优化模型和有效分析数据。

您将获得的技能: Model Deployment, Google Cloud Platform, Cloud Infrastructure, Cloud Deployment, Infrastructure Architecture, Cloud Computing Architecture, Performance Tuning, Model Optimization, Model Training, Hardware Architecture, AI Workflows, Computer Architecture, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Systems Architecture
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Software Documentation, API Gateway, Scripting, API Design, API Testing, Restful API, JSON, Application Programming Interface (API), Data Import/Export, Scripting Languages, Performance Tuning, Content Management, Scalability
中级 · 课程 · 1-4 周

您将获得的技能: Data Architecture, Cloud Computing Architecture, Extract, Transform, Load, Cost Control, Cost Containment, Cost Reduction, Expense Management, Resource Allocation, Cost Management, Data Storage, Cost Benefit Analysis, Data Manipulation, Descriptive Analytics, Data Analysis
高级设置 · 课程 · 1-4 周

您将获得的技能: Model Optimization, Model Deployment, Cloud Deployment, Google Cloud Platform, Serverless Computing, Generative AI, Application Deployment, AI Integrations, Machine Learning Methods, Scalability
初级 · 课程 · 1-4 周

您将获得的技能: Generative Engine Optimization (GEO), Generative AI, Web Content, AI literacy, Prompt Engineering, Information Architecture, Google Cloud Platform, User Experience, Content Management
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Model Optimization, Google Cloud Platform, Cloud Infrastructure, AI Workflows, Performance Tuning, Scenario Testing, Interoperability, Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Enterprise Application Management, Performance Tuning, Database Management, Java Programming, Object Oriented Design, Data Integrity
初级 · 课程 · 1-4 周
您将获得的技能: Java, Java Programming, Performance Tuning, Data Structures, Software Engineering, Tree Maps, Scalability, Algorithms, Benchmarking, Theoretical Computer Science
高级设置 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Cloud Deployment, Model Deployment, Model Optimization, Google Cloud Platform, Cloud Infrastructure, Computer Architecture, Infrastructure Architecture, Model Training, AI Workflows, Artificial Intelligence, Hardware Architecture, Performance Tuning, Computer Hardware
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Google Cloud Platform, Model Deployment, Serverless Computing, Cloud Deployment, Generative AI, AI Integrations, Application Deployment, Model Optimization, Cloud Storage, Containerization, Performance Tuning
初级 · 课程 · 1-4 周

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

Google Cloud
您将获得的技能: Cloud Deployment, Google Cloud Platform, Cloud Infrastructure, Cloud Computing Architecture, Model Deployment, Infrastructure Architecture, Hardware Architecture, Model Optimization, Computer Architecture, Performance Tuning, AI Workflows, Model Training, Artificial Intelligence
中级 · 课程 · 1-4 周