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。

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: 图论, 卷积神经网络, 预测建模, Machine Learning 方法, Python 程序设计, 无监督学习, 人工神经网络, 自动编码器, 医疗保健项目管理, 应用机器学习, 递归神经网络 (RNN), 生成对抗网络 (GAN), 健康信息学, 图像分析, 深度学习
高级设置 · 课程 · 1-4 周

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

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

Tsinghua University
您将获得的技能: Data Structures, Algorithms, Graph Theory, Computational Thinking, Programming Principles, Database Design, Pseudocode, Computer Programming, Theoretical Computer Science, Computer Science, Data Storage
中级 · 专项课程 · 3-6 个月

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
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

The Chinese University of Hong Kong
您将获得的技能: Applied Mathematics, Operations Research, Mathematical Modeling, Enterprise Modeling, Network Model, Statistical Modeling, Combinatorics, Functional Design, Mathematical Software, Computational Thinking, Graph Theory, Algorithms, Data Structures, Debugging
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Data Visualization, Graph Theory, Relational Databases, Data Visualization Software, Data Storytelling, Data Analysis, Exploratory Data Analysis, Social Sciences, Statistical Analysis, Machine Learning, R Programming, Analytics, Sociology, Natural Language Processing, Data Manipulation, Text Mining, Social Impact, Statistical Modeling
中级 · 专项课程 · 3-6 个月

Universidade de São Paulo
您将获得的技能: Network Analysis, Social Network Analysis, Data Visualization, Scientific Visualization, Graph Theory, Exploratory Data Analysis, Environmental Science, Data Analysis, R Programming, Data Science, Mathematical Modeling
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Robotics, Artificial Intelligence, Graph Theory, Algorithms, Control Systems, Computer Vision, Computer Science, Python Programming, Data Structures
攻读学位
中级 · 课程 · 1-3 个月