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浏览算法设计课程目录
状态：免费Princeton University
您将获得的技能: Algorithm, 理论计算机科学, 图论, 数据结构, 概率, 数学建模, 高等数学, 组合学, 数学理论与分析
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：免费试用University of California San Diego
您将获得的技能: 文件管理, C++（编程语言）, Algorithm, 计算机编程, Java 编程, 数据结构, Java, 数据存储, 编程原则
状态：免费试用University of Colorado Boulder
您将获得的技能: Python 程序设计, 运筹学, Algorithm, 图论, 应用数学, 计算思维, 数学建模, 组合学, 理论计算机科学
状态：预览Coursera Instructor Network
您将获得的技能: Algorithms, Technical Communication, Pseudocode, Computational Thinking, Solution Design, Programming Principles, Software Design, Theoretical Computer Science, Data Structures, Mathematical Modeling, Applied Mathematics, Computer Science
状态：免费试用University of Colorado Boulder
您将获得的技能: Python 程序设计, Algorithm, 网络分析, 计算思维, 图论, 数据结构, Tree 地图
状态：免费试用Rice University
您将获得的技能: Python 程序设计, 无监督学习, 计算思维, Algorithm, 机器学习算法, 数据结构, 生物信息学, 大数据, 分析, 数据分析
状态：免费试用您将获得的技能: JUnit, Test Driven Development (TDD), Version Control, Git (Version Control System), GitHub, Performance Tuning, Unit Testing, Data Structures, Java Programming, Development Testing, Algorithms, Program Development, Software Testing, Java, Computer Programming, Software Development, Programming Principles, Debugging, Scalability
状态：预览Fred Hutchinson Cancer Center
您将获得的技能: 大型语言模型, 人工智能, 数据伦理, 案例研究, Algorithm, 多样性意识, 健康公平, ChatGPT, 负责任的人工智能, 预测分析, 软件文档, 机器学习, 生成式人工智能
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：预览Peking University
您将获得的技能: Algorithms, Pseudocode, Theoretical Computer Science, Mathematical Modeling, Computational Thinking, Combinatorics, Applied Mathematics, Graph Theory, Mathematical Theory & Analysis, Data Structures, Design Strategies
状态：免费试用University of California San Diego
您将获得的技能: 社交网络分析, Algorithm, 网络分析, 图论, 数据结构, 编程原则, Networking 路由器
总之，以下是 10 最受欢迎的 algorithm design 课程
- 算法分析: Princeton University
- AI for Design and Optimization: University of Michigan
- 数据结构: University of California San Diego
- 逼近算法与线性规划: University of Colorado Boulder
- Algorithmic Solutions: Design, Problem Solving, Reporting: Coursera Instructor Network
- 树与图基础知识: University of Colorado Boulder
- 算法思维（第 2 部分）: Rice University
- Data Structures and Algorithms: Amazon
- 构建公平人工智能算法的实用步骤: Fred Hutchinson Cancer Center
- 离散优化算法篇 Solving Algorithms for Discrete Optimization: The Chinese University of Hong Kong
