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: 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

28DIGITAL
您将获得的技能: 验证和确认, 算法, 系统分析, 图论, 模型评估, 计算逻辑, 理论计算机科学, 数据结构, Model Evaluation, Algorithm
中级 · 课程 · 1-4 周

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

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

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

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

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

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

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