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。

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Model Evaluation, Image Analysis, Multimodal Prompts, Debugging, Benchmarking, Computer Vision, Algorithms, Data Visualization, Deep Learning, Applied Machine Learning, Performance Tuning, Experimentation, Tensorflow, Failure Mode And Effects Analysis, Verification And Validation, Root Cause Analysis, Cost Management, Machine Learning, Keras (Neural Network Library)
中级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: Load Balancing, Scalability, Performance Tuning, Software Architecture, Microsoft Copilot, Application Design, Performance Testing, Systems Architecture, Application Performance Management, Distributed Computing, Database Management, Middleware, SQL
初级 · 课程 · 1-4 周

您将获得的技能: Retrieval-Augmented Generation, Prompt Engineering, Multimodal Prompts, Prompt Patterns, Prompt Engineering Tools, LLM Application, Model Evaluation, LangChain, Large Language Modeling, Hugging Face, Transfer Learning, Model Deployment, Responsible AI, Performance Tuning, AI Workflows, Generative AI, LangGraph, Embeddings, Context Management, Vector Databases
中级 · 专项课程 · 3-6 个月

您将获得的技能: Data Analysis Expressions (DAX), Power BI, Performance Tuning, Performance Analysis, Microsoft Excel, Time Series Analysis and Forecasting, Microsoft Copilot, Business Intelligence, Data Modeling, Data Manipulation, Business Metrics, Interactive Data Visualization
中级 · 课程 · 1-3 个月

Columbia University
您将获得的技能: 风险管理, 证券交易, 风险分析, 投资组合风险, 事务处理, 投资组合管理, 资产管理, 财务分析, 投资管理, 股票, 金融市场, 市场流动性, 统计分析
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Operations Research, Resource Allocation, Simulation and Simulation Software, Microsoft Excel, Business Analytics, Data-Driven Decision-Making, Business Risk Management, Transportation Operations, Analytics, Risk Analysis, Process Optimization, Statistical Methods, Business Modeling, Logistics
混合 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 模拟和模拟软件, 概率分布, Microsoft Excel, 运筹学, 需求规划, 工艺优化, 供应链规划, 库存管理系统, 资源分配, 供应链管理, 能力管理
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Operations Research, Applied Mathematics, Mathematical Software, Linear Algebra, Mathematical Modeling, Algorithms, Business Modeling, Complex Problem Solving, Spreadsheet Software
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Anomaly Detection, Operations Support Systems, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Deep Learning, AI Security, Real Time Data, Artificial Intelligence, Telecommunications, Network Performance Management, Emerging Technologies, Responsible AI, Network Architecture, Wireless Networks, Computer Networking, Network Protocols, System Design and Implementation, Digital Communications, Communication
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Responsible AI, Inventory Management System, Supply Chain Management, Supply Chain, Generative AI, Operational Efficiency, Data Ethics, Logistics Management, AI Enablement, Customer Demand Planning, Business Ethics, Operations, Forecasting, Artificial Intelligence, Emerging Technologies, Predictive Analytics, Automation
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: 数据处理, 数据转换, 数据伦理, Microsoft Copilot, 负责任的人工智能, 数据验证, 数据清理, 信息隐私, 功能工程, 生成式对抗网络(GANs), 数据质量, 数据综合, 数据预处理, 生成式人工智能, Data Validation
中级 · 课程 · 1-3 个月

您将获得的技能: Portfolio Management, Portfolio Risk, Financial Modeling, Correlation Analysis, Investment Management, Financial Analysis, Risk Modeling
中级 · 指导项目 · 不超过 2 小时