算法设计课程
算法设计课程可以帮助您学习排序算法、图论、动态编程和复杂性分析。您可以培养解决问题、优化代码效率以及理解树和 Hashing Table 等数据结构的技能。许多课程都会介绍 Python、Java 或 C++ 等工具以及实现算法的框架，这些工具可支持人工智能、数据分析和软件开发等任务。
热门算法设计课程和认证
状态：免费试用Stanford University
您将获得的技能: Algorithm, 概率, 算法, 理论计算机科学, 图论, 计算机科学, 概率与统计, 数学理论与分析, 计算思维, 数据结构, 分析, 设计策略
状态：预览University of Colorado Boulder
您将获得的技能: AI literacy, Generative AI, Artificial Intelligence, Education Software and Technology, Data Ethics, Responsible AI, Digital pedagogy, AI Integrations, LLM Application, Prompt Engineering, Large Language Modeling
状态：免费The Chinese University of Hong Kong
您将获得的技能: Model Optimization, Operations Research, Applied Mathematics, Algorithms, Numerical Analysis, Mathematical Modeling, Combinatorics, Computational Logic, Performance Tuning, Programming Principles, Theoretical Computer Science, Linear Algebra
状态：预览Northeastern University
您将获得的技能: Model Evaluation, Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Machine Learning Methods, PyTorch (Machine Learning Library), Applied Machine Learning, Statistical Methods, Statistical Modeling, Model Optimization, Model Training, Machine Learning, Machine Learning Software, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Regression Analysis, Algorithms, Dimensionality Reduction, Complex Problem Solving
状态：免费Johns Hopkins University
您将获得的技能: Algorithms, Responsible AI, Policy Analysis, Social Justice, Policy Development, Economics, Policy, and Social Studies, Public Policies, Diversity Awareness, Artificial Intelligence, Data Ethics, Mitigation, Community Development
状态：免费试用Tsinghua University
您将获得的技能: Data Structures, Algorithms, Computational Thinking, Theoretical Computer Science, Computer Programming, Data Storage
状态：免费试用Johns Hopkins University
您将获得的技能: Algorithm, 生物信息学, 数据分析, Python 编程, 算法, 图论, 生命科学, 分子生物学, 计算思维, 数据结构
状态：新您将获得的技能: Graph Theory, Network Analysis, Network Model, Social Network Analysis, NoSQL, Data Store, Data Science, Query Languages, Visualization (Computer Graphics), Data Transformation, Big Data, Machine Learning Methods, Python Programming, Spatial Data Analysis, Deep Learning, Machine Learning, Machine Learning Algorithms, Quantum computing
状态：免费试用National Taiwan University
您将获得的技能: Algorithm, 微积分, 算法, 线性代数, 运筹学, 数学软件, 模型优化, 决策, 应用数学, 商业分析, 计算思维, 数学建模, 资源分配, 数值分析, 计划实施
状态：免费试用Rice University
您将获得的技能: Algorithm, 生物信息学, 数据分析, 文本挖掘, Python 编程, 理论计算机科学, 算法, 无监督学习, 数据结构, 计算思维, 分析
状态：免费试用University of Colorado System
您将获得的技能: 计算机编程, Algorithm, 数据存储, 数据收集, 算法, 计划发展, Microsoft 开发工具, C（编程语言）, 编程原则, 计算思维, 开发环境, Microsoft Visual Studio, C 和 C++, 集成开发环境
状态：免费试用您将获得的技能: Algorithms, Data Structures, Javascript, Computer Programming
总之，以下是 10 最受欢迎的 algorithm design 课程
- 分而治之、排序和搜索以及随机算法: Stanford University
- AI for Course Design: University of Colorado Boulder
- 离散优化算法篇 Solving Algorithms for Discrete Optimization: The Chinese University of Hong Kong
- Machine Learning for Engineers: Algorithms and Applications: Northeastern University
- Exploring Algorithmic Bias as a Policy Issue: A Teach-Out: Johns Hopkins University
- Data Structures and Algorithms (I): Tsinghua University
- DNA 测序算法: Johns Hopkins University
- Modern Graph Theory Algorithms with Python: Packt
- 运筹学 (2)：优化算法: National Taiwan University
- 算法思维（第 2 部分）: Rice University
