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：免费试用Johns Hopkins University
您将获得的技能: 微积分, 数据建模, 应用数学, 数学建模, 代数, 几何学, 制图, 三角法, 数学软件, 线性代数
状态：免费试用Johns Hopkins University
您将获得的技能: 算术, 应用数学, 概率与统计, 数学建模, 代数, 制图
您将获得的技能: Finite Element Methods, Engineering Analysis, Simulation and Simulation Software, Engineering Calculations, Mathematical Modeling, Structural Analysis
状态：预览The Chinese University of Hong Kong
您将获得的技能: Operations Research, Process Improvement and Optimization, Process Optimization, Algorithms, Complex Problem Solving, Mathematical Modeling, Data Transformation, Computational Logic, Operational Efficiency, Performance Tuning, Business Logic, Programming Principles, Theoretical Computer Science, Linear Algebra
状态：免费试用University of Minnesota
您将获得的技能: 制造 Operator, 商业分析, 生产规划, 工艺优化, 运营管理, 应用数学, 数学建模, 员工队伍规划, 投资管理, 分析, 投资组合管理, 金融, 资源分配, 决策, 运筹学, 劳动力管理, 金融建模, 供应链, 微软Excel
状态：免费试用您将获得的技能: Data Ethics, Generative AI, Microsoft Copilot, Data Quality, Responsible AI, Data Cleansing, Data Processing, Data Synthesis, Data Transformation, Data Integrity, Feature Engineering, Data Validation, Personally Identifiable Information, Data Analysis
状态：免费试用Johns Hopkins University
您将获得的技能: Database Architecture and Administration, Apache Hadoop, Query Languages, Big Data, Databases, SQL, Data Access, Distributed Computing, Performance Tuning, Data Processing, Data Integrity, Data Storage Technologies, Algorithms
您将获得的技能: Portfolio Management, Finance, Financial Modeling, Correlation Analysis, Investment Management, Risk Modeling, Equities
您将获得的技能: Blogs, Content Management Systems, Search Engine Optimization, Web Analytics and SEO, Keyword Research, Web Content
您将获得的技能: Scikit Learn (Machine Learning Library), Regression Analysis, Performance Tuning, Applied Machine Learning, Machine Learning Methods, Statistical Machine Learning, Machine Learning, Bayesian Statistics, Data Analysis
Coursera
您将获得的技能: SQL, PostgreSQL, Database Management, Data Manipulation, Database Systems
状态：免费试用Johns Hopkins University
您将获得的技能: 贝叶斯统计, 统计假设检验, 抽样（统计）, 统计推理, 概率与统计, 概率分布, 统计方法, 概率, 统计分析, 生物统计学, 统计
总之，以下是 10 最受欢迎的 mathematical optimization 课程
- 通过数据和建模学习微积分微积分前复习: Johns Hopkins University
- 代数：初级到高级 - 等式与不等式: Johns Hopkins University
- FEM - Linear, Nonlinear Analysis & Post-Processing: Coursera
- 离散优化算法篇 Solving Algorithms for Discrete Optimization: The Chinese University of Hong Kong
- 先进的决策模型: University of Minnesota
- Data Processing and Optimization with Generative AI: Microsoft
- Distributed Query Optimization and Security: Johns Hopkins University
- Portfolio Optimization using Markowitz Model: Coursera
- Search Engine Optimization (SEO) with Squarespace : Coursera
- ML Parameters Optimization: GridSearch, Bayesian, Random: Coursera
