优化课程可以帮助您学习改善绩效、资源分配和决策过程的技术。您可以掌握线性规划、启发式方法和仿真建模等技能,为分析复杂系统提供支持。许多课程都会介绍 Excel Solver、MATLAB 和 Python 库(如 SciPy)等工具,使您能够将优化方法应用到物流、金融和运营管理的实际问题中。

University of California, Irvine
您将获得的技能: 工艺优化, 供应链, 运营管理, 绩效衡量, 预测, 库存管理系统, 能力管理, 订单管理, 容量规划, 材料管理, Microsoft Excel, 客户需求规划, 运筹学, 供应链规划, 库存控制, 供应链管理, 生产规划, 资源分配, 库存管理, 需求规划
中级 · 专项课程 · 1-3 个月

您将获得的技能: MLOps (Machine Learning Operations), Responsible AI, API Design, Multimodal Prompts, Data Preprocessing, Vision Transformer (ViT), Data Processing, Solution Architecture, Kubernetes, Apache Airflow, Transfer Learning, PyTorch (Machine Learning Library), Data Pipelines, CI/CD, Model Evaluation, Deep Learning, Natural Language Processing, Computer Vision, Docker (Software), Ethical Standards And Conduct
中级 · 专业证书 · 3-6 个月

中级 · 课程 · 1-3 个月

您将获得的技能: Anomaly Detection, MLOps (Machine Learning Operations), AI Security, Software Engineering, DevOps, CI/CD, Model Deployment, Performance Tuning, Model Evaluation, Secure Coding, Continuous Monitoring, Integration Testing, Sampling (Statistics), Data Validation, Statistical Methods, Python Programming
中级 · 课程 · 1-3 个月

您将获得的技能: Data Pipelines, SQL, Apache Airflow, Extract, Transform, Load, JSON, Pandas (Python Package), Data Manipulation, Data Warehousing, Database Design, Star Schema, Data Transformation, Performance Tuning, Real Time Data, Big Data, Data Validation, Performance Analysis, Data Quality, Time Series Analysis and Forecasting
中级 · 课程 · 1-3 个月

您将获得的技能: Responsible AI, Data Ethics, Model Deployment, AI Product Strategy, Technical Design, Prompt Engineering, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Technical Communication, Communication, AI Workflows, MLOps (Machine Learning Operations), LLM Application, Apache Airflow, System Design and Implementation, Python Programming, CI/CD, SQL, AWS CloudFormation
中级 · 课程 · 1-4 周

您将获得的技能: Command-Line Interface, C# (Programming Language), .NET Framework, Performance Tuning, Microsoft Visual Studio, Application Design, Application Programming Interface (API), Software Development Tools, File I/O, Authentications, Application Security, Software Testing, Unit Testing, Debugging
初级 · 课程 · 3-6 个月

您将获得的技能: Agentic Workflows, Technical Communication, Agentic systems, AI Orchestration, Artificial Intelligence and Machine Learning (AI/ML), AI Security, Data Presentation, Professional Development, MLOps (Machine Learning Operations), Technical Documentation, Coaching, Technical Writing, Portfolio Management, Verbal Communication Skills, Project Documentation, Communication Strategies, GitHub
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Marketing Planning, Dashboard, Project Schedules, Marketing Strategies, Marketing Budgets, Content Performance Analysis, Competitive Analysis, Timelines, Project Planning, Marketing Analytics, Marketing Effectiveness, Strategic Marketing, Business Intelligence, Performance Analysis, Project Estimation, Data Integration, Cost Benefit Analysis, Budget Management, Market Research, Search Engine Marketing
中级 · 课程 · 1-3 个月

您将获得的技能: Splunk, Interactive Data Visualization, Data Storytelling, Pivot Tables And Charts, Data Presentation, Dashboard, Ad Hoc Reporting, Data Modeling, Data Visualization Software, Performance Tuning
初级 · 课程 · 1-4 周

您将获得的技能: WordPress, Cloud Hosting, Frontend Performance, Performance Tuning, Amazon Web Services, Content Management Systems, Cloud Deployment, Remote Access Systems, Web Servers, Servers, Database Management, Scalability
初级 · 课程 · 1-4 周

您将获得的技能: WordPress, Web Design, Web Design and Development, Usability, Content Management Systems, Web Development, Performance Tuning, Project Design, Application Deployment, PHP (Scripting Language), Software Installation, Apache, Responsive Web Design, Development Environment, Web Development Tools, MySQL
初级 · 课程 · 1-4 周