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：新状态：免费试用National Taiwan University
您将获得的技能: Report Writing, Operations Research, Applied Mathematics, Mathematical Modeling, Algorithms, Business Modeling, Engineering Calculations, Project Design, Data Visualization, Presentations, Complex Problem Solving, Decision Making, Business Analytics
状态：预览Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: Integral Calculus, Applied Mathematics, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Calculus, Mathematics and Mathematical Modeling, Mathematical Modeling, Advanced Mathematics, Machine Learning
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
您将获得的技能: Finite Element Methods, Engineering Analysis, Simulation and Simulation Software, Engineering Calculations, Mathematical Modeling, Structural Analysis
您将获得的技能: Calculus, Applied Mathematics, NumPy, Tensorflow, Machine Learning, Python Programming, Derivatives, Algorithms, Development Environment
状态：免费试用University of Minnesota
您将获得的技能: 应用数学, 商业分析, 数学建模, 决策, 运营管理, 生产规划, 投资管理, 投资组合管理, 金融, 分析, 资源分配, 微软Excel, 员工队伍规划, 劳动力管理, 制造 Operator, 金融建模, 供应链, 运筹学, 工艺优化
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
Coursera
您将获得的技能: SQL, PostgreSQL, Database Management, Data Manipulation, Database Systems
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
状态：免费École normale supérieure
您将获得的技能: 理论计算机科学, 数学建模, 线性代数, 概率, 运筹学, 组合学, Algorithm, 图论
您将获得的技能: WordPress, Search Engine Optimization, Blogs, Web Analytics, Web Content, Keyword Research, Information Architecture, Content Management, Marketing, Analytics, Web Design, Web Development
状态：免费试用Simplilearn
您将获得的技能: Search Engine Optimization, Web Analytics and SEO, Google Ads, Google Analytics, Keyword Research, Digital Marketing, Information Architecture, Content Strategy, Content Creation, User Experience
总之，以下是 10 最受欢迎的 mathematical optimization 课程
- Operations Research (4): Capstone Project: National Taiwan University
- Math for AI Beginner Part 2 : Vector Calulus: Korea Advanced Institute of Science and Technology(KAIST)
- 离散优化算法篇 Solving Algorithms for Discrete Optimization: The Chinese University of Hong Kong
- FEM - Linear, Nonlinear Analysis & Post-Processing: Coursera
- Matrix Calculus for Data Science & Machine Learning: Packt
- 先进的决策模型: University of Minnesota
- Distributed Query Optimization and Security: Johns Hopkins University
- SQL Mathematical Functions: Coursera
- ML Parameters Optimization: GridSearch, Bayesian, Random: Coursera
- 近似算法第二部分: École normale supérieure
