数学优化课程
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。
热门数学优化课程和认证
状态：预览Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: Integral Calculus, Calculus, Advanced Mathematics, Materials science, Applied Mathematics, Mathematical Theory & Analysis, Engineering Analysis, Mathematical Modeling, Differential Equations, Derivatives
状态：免费试用Johns Hopkins University
您将获得的技能: 微积分, 衍生产品, 制图, 数学理论与分析, 数学软件, 数据分析, 代数
状态：新状态：免费试用University of Pittsburgh
您将获得的技能: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning
状态：免费试用University of Michigan
您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Artificial Intelligence, AI Product Strategy, Technical Design, Machine Learning, Data-Driven Decision-Making, Deep Learning, Algorithms
状态：新状态：预览Birla Institute of Technology & Science, Pilani
您将获得的技能: Computer Science, Machine Learning Algorithms, Solution Design, Problem Solving, Mathematical Theory & Analysis, Scalability
状态：预览University of Minnesota
您将获得的技能: 应用数学, 数值分析, 降维, Python 程序设计, NumPy, 应用机器学习, 线性代数, Machine Learning 方法, 数据分析, Algorithm
状态：免费试用University of California, Irvine
您将获得的技能: 供应链规划, 运营管理, 模拟和模拟软件, 概率分布, 微软Excel, 降低成本, 需求规划, 数学建模, 工艺优化, 库存管理系统, 资源分配, 能力管理, 供应链管理
状态：免费试用National Taiwan University
您将获得的技能: 应用数学, 运营管理, 微积分, 商业分析, 业务, 运行分析, 机器学习, 机器学习算法, Algorithm, 工程分析, 线性代数, 工艺优化, 运筹学, 资源分配, 高等数学, 网络模型, 案例研究, 数学建模, 运输业务
The Chinese University of Hong Kong
您将获得的技能: 图论, 调试, 组合学, 运筹学, 几何学, 数据结构, Algorithm, 数学建模
状态：预览Caltech
您将获得的技能: 应用数学, 风险管理, 概率分布, 微积分, 衍生产品, 概率, 数学建模, 金融建模, 高等数学, 微分方程, 风险模型, 金融, 金融市场
状态：新状态：免费试用您将获得的技能: Content Performance Analysis, Generative AI, Earned Media, Web Content, Prompt Engineering, Keyword Research, AI Personalization, Search Engine Optimization, Shared Media, Content Creation, Content Strategy, Content Marketing, Public Relations, Owned Media, ChatGPT, Copywriting, No-Code Development
状态：免费École normale supérieure
您将获得的技能: 图论, 计算思维, 理论计算机科学, Algorithm, 组合学, 概率, 运筹学, 数学建模
总之，以下是 10 最受欢迎的 mathematical optimization 课程
- Applied Math for Materials Science and Engineering: Korea Advanced Institute of Science and Technology(KAIST)
- 通过数据和建模的微积分：极限与导数: Johns Hopkins University
- Linear Algebra and Regression Fundamentals for Data Science: University of Pittsburgh
- AI for Design and Optimization: University of Michigan
- Algorithm Design: Mastering Computational Problem Solving: Birla Institute of Technology & Science, Pilani
- 矩阵方法: University of Minnesota
- 供应链优化: University of California, Irvine
- 运筹学（3）：理论: National Taiwan University
- 离散优化的高级建模: The Chinese University of Hong Kong
- 用数学模型为期权定价: Caltech
