凸优化课程
凸优化课程可以帮助您学习线性规划、对偶理论和梯度下降方法。您可以掌握制定优化问题、分析凸集以及将算法应用到实际工作中的技能。许多课程都会介绍 MATLAB、Python 库和优化软件等工具，这些工具支持在机器学习、人工智能和 Operator 研究等领域实施解决方案。
热门凸优化课程和认证
状态：免费试用National Taiwan University
您将获得的技能: 应用数学, 运输业务, 商业分析, 案例研究, 应用机器学习, 线性代数, 运筹学, Algorithm, 数学建模, 网络模型, 高等数学
状态：免费The Chinese University of Hong Kong
您将获得的技能: Mathematical Modeling, Operations Research, Debugging, Traffic Flow Optimization, Computational Logic, Business Logic, Algorithms, Data Validation
状态：免费试用University of Minnesota
您将获得的技能: 应用数学, 运营管理, 商业分析, 投资管理, 投资组合管理, 生产规划, 资源分配, 员工队伍规划, 决策, 金融, 制造 Operator, 劳动力管理, 数学建模, 供应链, 金融建模, 工艺优化, 运筹学, 分析, 微软Excel
状态：免费试用Microsoft
状态：免费试用Johns Hopkins University
您将获得的技能: Database Management, Apache Hadoop, Query Languages, Big Data, Databases, SQL, Data Access, Distributed Computing, Performance Tuning, Data Processing, Data Integrity, Authorization (Computing), Data Storage Technologies, File Systems, Algorithms
状态：预览您将获得的技能: Content Performance Analysis, Search Engine Optimization, Keyword Research, Performance Analysis, Marketing Analytics, Web Analytics and SEO, Content Strategy, Analytics, Marketing Channel, Key Performance Indicators (KPIs), Social Media Strategy, Data-Driven Decision-Making, Revenue Management, Social Media Management, Brand Marketing
状态：免费试用您将获得的技能: Power BI, Microsoft Copilot, Cost Control, Data Lakes, Microsoft Azure, Data Architecture, Process Improvement and Optimization, Process Optimization, Performance Tuning, Real Time Data, Data Modeling, AI Product Strategy, SQL, Natural Language Processing
您将获得的技能: Calculus, Applied Mathematics, NumPy, Machine Learning Algorithms, Data Science, Tensorflow, Python Programming, Derivatives, Algorithms, Development Environment
Coursera
您将获得的技能: Regression Analysis, NumPy, Supervised Learning, Machine Learning Algorithms, Machine Learning, Predictive Modeling, Deep Learning, Data Science, Python Programming
状态：免费试用University of California, Irvine
您将获得的技能: 概率分布, 库存管理系统, 供应链规划, 模拟和模拟软件, 能力管理, 工艺优化, 运筹学, 资源分配, 需求规划, 微软Excel, 供应链管理
状态：预览您将获得的技能: Responsible AI, Inventory Management System, Supply Chain Management, Supply Chain, Generative AI, Operational Efficiency, Data Ethics, Logistics Management, AI Enablement, Customer Demand Planning, Business Ethics, Operations, Forecasting, Artificial Intelligence, Emerging Technologies, Predictive Analytics, Automation
状态：免费École normale supérieure
您将获得的技能: 组合学, 理论计算机科学, 线性代数, 高等数学, Algorithm, 数学建模, 概率
总之，以下是 10 最受欢迎的 convex optimization 课程
- 运筹学（3）：理论: National Taiwan University
- 离散优化建模高阶篇 Advanced Modeling for Discrete Optimization: The Chinese University of Hong Kong
- 先进的决策模型: University of Minnesota
- Big Data Management and Optimization: Microsoft
- Distributed Query Optimization and Security: Johns Hopkins University
- YouTube Optimization: Grow Your Presence: Coursera
- Advanced Analytics & AI Optimization with Microsoft Fabric: Microsoft
- Matrix Calculus for Data Science & Machine Learning: Packt
- Linear Regression with Python: Coursera
- 供应链优化: University of California, Irvine
