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。

University of California San Diego
您将获得的技能: Algorithm, 运筹学, 理论计算机科学, 组合学, 应用数学, Python 程序设计, 计算思维, 图论, 数学建模
初级 · 课程 · 1-4 周

MathWorks
您将获得的技能: Computer Vision, Model Evaluation, Image Analysis, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Transfer Learning, Deep Learning, Machine Learning Methods, Image Quality, Data Preprocessing, Artificial Neural Networks, Matlab, Applied Machine Learning, PyTorch (Machine Learning Library), Machine Learning, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Traffic Flow Optimization, Data Visualization
初级 · 专业证书 · 3-6 个月

University of Washington
您将获得的技能: Algorithm, 数据结构, 统计推理, 可扩展性, 贝叶斯统计, 分布式计算, 统计机器学习, 机器学习, 非结构化数据, 机器学习算法, 无监督学习, 统计建模, 文本挖掘, 概率分布, 数据挖掘, 应用机器学习
混合 · 课程 · 1-3 个月

Rutgers the State University of New Jersey
您将获得的技能: 案例研究, 材料管理, 库存会计, 财务报表分析, 供应链, 库存控制, 数据分析
初级 · 课程 · 1-4 周

University of Maryland, College Park
您将获得的技能: Search Engine Marketing, Pay Per Click Advertising, Marketing Analytics, Search Engine Optimization, Web Analytics, Web Analytics and SEO, Online Advertising, Model Evaluation, Digital Marketing, Apache Hadoop, Data-Driven Decision-Making, Digital Advertising, Return On Investment, A/B Testing, Machine Learning Methods, Advertising, Analytics, Social Media Strategy, Marketing Automation, Predictive Modeling
初级 · 专项课程 · 3-6 个月

您将获得的技能: Business Analysis, Business Process Modeling, Process Optimization, Requirements Management, Business Requirements, Process Analysis, Data Modeling, Stakeholder Analysis, Agile Methodology, Requirements Analysis, Process Improvement, User Story, Data Flow Diagrams (DFDs), Gap Analysis
初级 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: 财务分析, 回归分析, 商业估值, 风险分析, 投资管理, 投资组合风险, 估算, 投资回报, 微软Excel, 现金流量, 金融, 股票, 性能分析, 资产管理, 投资组合管理, 金融建模, 投资, 金融市场
攻读学位
中级 · 课程 · 1-3 个月

Rice University
您将获得的技能: 工程计算, 物理学, 微积分, 物理科学, 工程分析, 解决问题, 机械工程, 机械, 数学建模
中级 · 课程 · 1-4 周
您将获得的技能: Embedded Software, C (Programming Language), Embedded Systems, Debugging, Peripheral Devices, Integrated Development Environments, Computer Programming Tools, Development Environment, System Programming, Electronics, Software Development Tools, Hardware Architecture, Data Structures, Electronic Hardware, Microarchitecture, Programming Principles, Performance Tuning, Computer Architecture, Control Systems, Computer Programming
中级 · 专项课程 · 3-6 个月

University of Toronto
您将获得的技能: 线性代数, 全球定位系统, 应用数学, 估算, 深度学习, 计算机视觉, Machine Learning 方法, 机器人, 数学建模, 控制系统
高级设置 · 课程 · 1-3 个月
您将获得的技能: Energy and Utilities, Mathematical Modeling, Statistical Modeling, Predictive Analytics, Gemini, Data-Driven Decision-Making, Forecasting, Electric Power Systems, Analytics, Data Analysis, 3D Modeling, AI Enablement, Simulation and Simulation Software, Real Time Data, Simulations, Sustainable Technologies, Time Series Analysis and Forecasting, HVAC, Data Visualization, Search Engine Optimization
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Responsible AI, Autoencoders, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Data Ethics, Deep Learning, Artificial Neural Networks, Reinforcement Learning, Generative AI, Generative Adversarial Networks (GANs), Machine Learning Algorithms, Model Deployment, Debugging, Artificial Intelligence, Image Analysis, Unsupervised Learning, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Computer Vision
中级 · 专项课程 · 3-6 个月