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：新状态：免费试用National Taiwan University
您将获得的技能: Operations Research, Mathematical Modeling, Process Optimization, Report Writing, Applied Mathematics, Network Model, Business Modeling, Industrial Engineering, Linear Algebra, Numerical Analysis, Operations Management, Applied Machine Learning, Case Studies, Engineering Calculations, Algorithms, Feasibility Studies, Project Design, Engineering Management, Program Implementation, Business Analytics
状态：新状态：免费试用Coursera
您将获得的技能: Apache Airflow, MLOps (Machine Learning Operations), User Acceptance Testing (UAT), Prompt Patterns, LLM Application, AI Security, Extract, Transform, Load, Scripting, Technical Communication, SQL, Data Pipelines, PyTorch (Machine Learning Library), Miro AI, Data Presentation, Large Language Modeling, Python Programming, Performance Tuning, Root Cause Analysis, Statistical Analysis, Version Control
状态：免费试用National Taiwan University
您将获得的技能: 商业分析, 微软Excel, 数学建模, 案例研究, 库存管理系统, 业务建模, 工业工程, 工艺优化, 生产规划, 制定计划, 线性代数, 运营管理, Algorithm, 应用数学, 运筹学, 决策
状态：免费试用University of Michigan
您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Generative AI, Artificial Intelligence, Technical Design, Machine Learning, Data-Driven Decision-Making, Deep Learning, Applied Machine Learning, Algorithms
状态：免费试用National Taiwan University
您将获得的技能: 商业分析, 微积分, 数值分析, 数学建模, 设施管理, 工艺优化, 线性代数, 计算思维, 计划实施, 资源分配, 应用数学, 工程计算, 运筹学, 决策, 运行分析, Algorithm
您将获得的技能: Portfolio Management, Portfolio Risk, Financial Modeling, Correlation Analysis, Investment Management, Financial Analysis, Risk Modeling
是什么让您今天来到 Coursera？
状态：免费试用Johns Hopkins University
您将获得的技能: 数值分析, 数学建模, 微积分, 估算, 代数, 衍生产品, 工程计算, 应用数学, 运筹学
状态：新状态：免费试用您将获得的技能: Google Analytics, Data Storytelling, Content Performance Analysis, Web Analytics and SEO, Data Validation, Stakeholder Engagement, Statistical Modeling, Search Engine Optimization, Marketing Analytics, Web Analytics, Marketing Automation, Data Visualization, Customer Insights, Data-Driven Decision-Making, Campaign Management, Key Performance Indicators (KPIs), Predictive Analytics, Performance Measurement, Return On Investment, Artificial Intelligence
状态：新状态：免费试用University of Pittsburgh
您将获得的技能: Statistical Analysis, NumPy, Probability Distribution, Matplotlib, Statistics, Pandas (Python Package), Data Science, Probability & Statistics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Linear Algebra, Predictive Analytics, Statistical Methods, Mathematics and Mathematical Modeling, Applied Mathematics, Python Programming, Machine Learning, Logical Reasoning
状态：免费试用University of Virginia
您将获得的技能: 经济学, 战略营销, 市场动态, 价值主张, 竞争分析, 收入管理, 产品生命周期管理, 演讲, 客户分析, 成本会计, 产品战略, 消费者行为, 价格谈判, 客户洞察, 全球营销, 营销, 市场份额, 企业战略, 目标市场, 营销心理学
状态：新状态：免费试用您将获得的技能: Content Performance Analysis, Google Gemini, Generative AI, Content Strategy, Content Marketing, AI Workflows, ChatGPT, Google Analytics, AI Product Strategy, Responsible AI, Content Creation, Metadata Management, Customer Insights, Market Intelligence, Ethical Standards And Conduct
状态：新状态：免费试用您将获得的技能: Google Ads, Pay Per Click Advertising, Marketing Effectiveness, Performance Measurement, Key Performance Indicators (KPIs), Online Advertising, Campaign Management, Search Engine Marketing, Digital Advertising, Performance Analysis, Keyword Research, Marketing Analytics, Brand Management, Social Media Campaigns, Budget Management, Project Management, Data-Driven Decision-Making, Return On Investment, Quality Assessment, Cost Reduction
是什么让您今天来到 Coursera？
总之，以下是 10 最受欢迎的 convex optimization 课程
- Operations Research: National Taiwan University
- LLM Optimization & Evaluation: Coursera
- 运筹学 (1)：模型与应用: National Taiwan University
- AI for Design and Optimization: University of Michigan
- 运筹学 (2)：优化算法: National Taiwan University
- Portfolio Optimization using Markowitz Model: Coursera
- 通过数据和建模学习微积分：应用微分: Johns Hopkins University
- Advanced Marketing Optimization & Strategy: Coursera
- Mathematical Foundations for Data Science and Analytics: University of Pittsburgh
- 定价策略优化: University of Virginia
