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: 决策, 资源规划, 供应链管理, 降低成本, 资源分配, 容量规划, 工艺优化, 资源利用, Microsoft Excel, 运行效率, 能力管理, 模拟和模拟软件, 库存和仓储, 需求规划, 供应链规划
★ 4.5 (58) · 中级 · 课程 · 1-4 周

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

您将获得的技能: Content Optimization, Social Media Content, Search Engine Optimization, Digital Content, Marketing Design, Web Analytics and SEO, Graphic Design, Content Strategy, Social Media, Style Guides, Content Marketing, Marketing Materials, Journey Mapping, Branding, Brand Management, Brand Strategy, Auditing, Sales Process
初级 · 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, Operational Analysis, Transportation Operations, Analytics, Risk Modeling, Business Operations, Risk Analysis, Spreadsheet Software, Process Optimization, Statistical Methods, Business Modeling, Decision Making, Model Optimization, Logistics, Production Planning
★ 4.9 (53) · 混合 · 课程 · 1-3 个月

Columbia University
您将获得的技能: 风险分析, 投资, 模型优化, 抽样(统计), 投资组合管理, 市场动态, 风险管理, 金融市场, 资产管理, 估算, 投资管理, 证券交易, 统计方法, 财务分析, 股票, 证券(金融), 投资组合风险, 金融交易, 市场流动性, 风险建模
★ 4.6 (47) · 中级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: 数据完整性, 数据预处理, 数据质量, 生成式人工智能, Microsoft Copilot, 数据伦理, 生成模型架构, 数据清理, 功能工程, 信息隐私, 生成式对抗网络(GANs), 数据综合, 数据处理, 负责任的人工智能
★ 3.8 (31) · 中级 · 课程 · 1-3 个月

The Chinese University of Hong Kong
您将获得的技能: 代码重用性, 运筹学, Algorithm, Model Evaluation, 模型优化, 算法, 应用数学, 模型评估, 调试, 组合学, 数学建模, 计算逻辑
★ 4.9 (142) · 中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Model Evaluation, Model Training, Model Optimization, Configuration Management, Image Analysis, Debugging, Data Presentation, Experimentation, Computer Vision, Data Visualization, Deep Learning, Algorithms, Performance Tuning, Tensorflow, Failure Mode And Effects Analysis, Root Cause Analysis, Cost Management, Machine Learning, Performance Analysis
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, Query Languages, AI Integrations, Software Design Patterns, Performance Testing, Application Performance Management, Distributed Computing, Database Management, SQL, Memory Management
★ 4.8 (14) · 初级 · 课程 · 1-4 周

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

您将获得的技能: Portfolio Management, Portfolio Risk, Finance, Financial Modeling, Return On Investment, Correlation Analysis, Investment Management, Financial Analysis, Asset Management, Mathematical Modeling, Investments, Risk Modeling, Equities, Model Optimization
★ 4.4 (328) · 中级 · 指导项目 · 不超过 2 小时

您将获得的技能: R Programming, Model Optimization, R (Software), Analysis, Mathematical Software, Data Analysis
中级 · 指导项目 · 不超过 2 小时