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École normale supérieure
您将获得的技能: Algorithm, 理论计算机科学, 组合学, 线性代数, 概率, 高等数学, 数学建模
Politecnico di Milano
您将获得的技能: 硬件架构, 计算机结构, 生物信息学, 系统设计与实施, 性能调整, 云应用, Algorithm, 计算机编程, 云计算, 亚马逊弹性计算云 Computing, 云计算架构, 开发环境
28DIGITAL
您将获得的技能: 图论, 数据存储技术, 数据结构, Algorithm, 理论计算机科学, 文件输入/输出, 性能调整, 数据访问
状态：新状态：预览Northeastern University
您将获得的技能: Algorithms, Graph Theory, Computational Thinking, Programming Principles, Pseudocode, Theoretical Computer Science, Data Structures, Computer Programming, Performance Tuning, Scalability, Design Strategies
28DIGITAL
您将获得的技能: 图论, 应用数学, Algorithm, 理论计算机科学, 线性代数, 运筹学, 计算思维
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, PyTorch (Machine Learning Library), Applied Machine Learning, Statistical Methods, Statistical Modeling, Machine Learning, Machine Learning Software, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Regression Analysis, Classification Algorithms, Algorithms, Predictive Modeling, Dimensionality Reduction, Complex Problem Solving
状态：预览Northeastern University
您将获得的技能: Algorithms, Theoretical Computer Science, Data Structures, Computational Thinking, Analysis, Computer Science, Performance Tuning, Software Development, Scalability
状态：免费试用您将获得的技能: Algorithms, Data Structures, Javascript, Computational Thinking, Program Development, Computer Programming
状态：免费试用您将获得的技能: Data Structures, Algorithms, Computer Programming, Computational Thinking, Theoretical Computer Science, Performance Tuning
状态：免费试用您将获得的技能: Data Structures, Graph Theory, Algorithms, Java, Theoretical Computer Science, Performance Tuning
状态：免费试用Codio
您将获得的技能: Algorithms, Data Structures, Java, Theoretical Computer Science, Computer Programming, Computational Thinking
状态：免费试用您将获得的技能: Graph Theory, Data Structures, Algorithms, Program Development, Programming Principles, Computational Thinking, Theoretical Computer Science, Computer Science, Python Programming
总之，以下是 10 最受欢迎的 algorithm design 课程
- 近似算法第二部分: École normale supérieure
- 使用 SDAccel 开发 FPGA 加速云应用：实践: Politecnico di Milano
- I/O 高效算法: 28DIGITAL
- Program Structure and Algorithms Part 1: Northeastern University
- 近似算法: 28DIGITAL
- Machine Learning for Engineers: Algorithms and Applications: Northeastern University
- Data Structures & Algos: Software Development Skills: Northeastern University
- Algorithm Interview Practice for Junior Developers: Scrimba
- Advanced Data Structures and Algorithms: Packt
- Java: Non-Linear Data Structures: Codio
