图课程可以帮助您学习图理论、数据分析、网络分析和算法设计。您可以掌握识别数据内部关系、优化路径和分析连通性的技能。许多课程都会介绍 Gephi、NetworkX 和 Tableau 等工具,这些工具支持复杂数据结构的 Visualization 和深入分析。通过使用这些工具,您将获得将原始数据转化为有意义的见解的实践经验,从而提高有效交流研究结果的能力。

Shanghai Jiao Tong University
您将获得的技能: Combinatorics, Graph Theory, Data Structures, Algorithms, Logical Reasoning, Theoretical Computer Science, Computational Thinking, Computer Science, Applied Mathematics, Network Model, Deductive Reasoning, Computational Logic, Network Analysis, Advanced Mathematics, Analytical Skills, Arithmetic, Applied Machine Learning, Probability
初级 · 课程 · 1-3 个月

Peking University
您将获得的技能: Algorithms, Theoretical Computer Science, Pseudocode, Mathematical Modeling, Combinatorics, Graph Theory, Computational Thinking, Mathematical Theory & Analysis, Data Structures, Applied Mathematics, Bioinformatics, Design Strategies
中级 · 课程 · 1-3 个月

University of Leeds
您将获得的技能: Resource Allocation, Operations Research, Production Planning, Graph Theory, Data-Driven Decision-Making, Decision Making, Mathematical Modeling, Process Optimization, Network Planning And Design, Complex Problem Solving, Computational Logic, Algorithms, Linear Algebra, Cryptography
初级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: 卷积神经网络, 图论, 无监督学习, Machine Learning 方法, 预测建模, 深度学习, Python 程序设计, 自动编码器, 人工神经网络, 医疗保健项目管理, 递归神经网络 (RNN), 应用机器学习, 图像分析, 健康信息学, 生成对抗网络 (GAN)
高级设置 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Social Network Analysis, Network Analysis, Graph Theory, Predictive Analytics, Predictive Modeling, Pandas (Python Package), Matplotlib, Probability Distribution, Algorithms
中级 · 课程 · 1-4 周

Columbia University
您将获得的技能: 无监督学习, 机器学习算法, 图论, Machine Learning 方法, 人工神经网络, 深度学习, Algorithm, 图像分析, 计算机视觉, 降维
初级 · 课程 · 1-3 个月

Peking University
您将获得的技能: Social Network Analysis, Game Theory, Graph Theory, Network Analysis, Market Dynamics, Social Sciences, Web Analytics and SEO, Computational Thinking, Information Technology, Political Sciences, Economics, Behavioral Economics, Algorithms, Probability & Statistics
混合 · 课程 · 3-6 个月

您将获得的技能: Data Structures, Graph Theory, Algorithms, Java, Java Programming, Theoretical Computer Science, Computer Programming, Computational Thinking, Programming Principles, Performance Tuning, Object-Relational Mapping, Computer Programming Tools
中级 · 专项课程 · 1-3 个月

您将获得的技能: Graph Theory, C++ (Programming Language), Network Routing, Data Structures, Object Oriented Programming (OOP), File I/O, Computational Thinking, Algorithms
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Structures, Graph Theory, Python Programming, Data Manipulation, Algorithms, Debugging
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Systems Design, Computational Logic, Verification And Validation, Software Systems, Theoretical Computer Science, Simulations, Programming Principles, Graph Theory, Model Evaluation, Hardware Architecture, Algorithms, Logical Reasoning
初级 · 课程 · 1-4 周

您将获得的技能: Retrieval-Augmented Generation, Large Language Modeling, LLM Application, Development Environment, Multimodal Prompts, Embeddings, Vector Databases, User Interface (UI), Generative AI, AI Workflows, AI Personalization, Prompt Engineering, Agentic systems, Data Visualization, Image Analysis, Application Development, Augmented Reality, Text Mining, Graph Theory, Query Languages
中级 · 专项课程 · 3-6 个月