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 Illinois Urbana-Champaign
您将获得的技能: 图论, 无监督学习, Python 编程, 健康信息学, 深度学习, 递归神经网络 (RNN), 人工神经网络, 生成式对抗网络(GANs), 自动编码器, 医疗保健项目管理, 应用机器学习, 预测建模, 图像分析, 卷积神经网络, 机器学习方法
高级设置 · 课程 · 1-4 周

Pontificia Universidad Católica de Chile
您将获得的技能: Traffic Flow Optimization, Transportation Operations, Supply And Demand, Network Analysis, Network Model, Mathematical Modeling, Game Theory, Graph Theory, Economics, Algorithms, Applied Mathematics
初级 · 课程 · 1-3 个月

您将获得的技能: Computational Thinking, Algorithms, Graph Theory, Data Structures, C++ (Programming Language), C and C++, Programming Principles, Computer Programming, Object Oriented Programming (OOP), Technical Design, Theoretical Computer Science
中级 · 专项课程 · 1-3 个月

Shanghai Jiao Tong University
您将获得的技能: Graph Theory, Theoretical Computer Science, Combinatorics, Logical Reasoning, Computational Thinking, Data Structures, Computer Science, Applied Mathematics, Algorithms, Operations Research, Network Model, Computer Networking
初级 · 课程 · 1-3 个月

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

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

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: Computational Thinking, Algorithms, Graph Theory, Data Structures, Computer Programming, C++ (Programming Language), Object Oriented Programming (OOP)
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Data Presentation, Graphic and Visual Design, Data Storytelling, Design Elements And Principles, Plot (Graphics), Data Literacy, Exploratory Data Analysis, Scatter Plots
中级 · 课程 · 1-3 个月

28DIGITAL
您将获得的技能: 数据管理, 数据挖掘, 可扩展标记语言(XML), 数据建模, 网络服务, JSON, 语义网, 查询语言, 互操作性, 数据共享, 数据处理, 数据整合, Data Management
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

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