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。

您将获得的技能: Graph Theory, Network Analysis, Social Network Analysis, NoSQL, Data Science, Query Languages, Visualization (Computer Graphics), Applied Machine Learning, Data Transformation, Big Data, Python Programming, Spatial Data Analysis, Advanced Analytics, Deep Learning, Machine Learning, Machine Learning Algorithms, Time Series Analysis and Forecasting, Simulations
中级 · 课程 · 3-6 个月
Stanford University
您将获得的技能: 机器学习, Algorithm, Model Evaluation, 统计推理, 概率分布, 统计方法, 网络分析, 决策支持系统, 应用机器学习, 机器学习方法, 机器学习算法, 马尔可夫模型, 网络模型, 图论, 概率与统计, 模型评估, 算法, 抽样(统计), 贝叶斯统计, 贝叶斯网络, 统计建模, 计算思维
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Bayesian Network, Predictive Modeling, Machine Learning Methods, Markov Model, Statistical Modeling, Artificial Intelligence, Statistical Inference, Graph Theory, Network Analysis, Probability & Statistics, Sampling (Statistics), Algorithms, Scalability
中级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Data Storytelling, Prompt Engineering, Data Presentation, ChatGPT, Prompt Patterns, Excel Macros, Excel Formulas, Data Synthesis, Microsoft Excel, LLM Application, Productivity, Infographics, OpenAI, Data Visualization, AI Enablement, Spreadsheet Software, Data Analysis, Generative AI, Artificial Intelligence, Data Cleansing
初级 · 专项课程 · 1-3 个月

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

您将获得的技能: Data Structures, Algorithms, Graph Theory, Programming Principles, Theoretical Computer Science, Computer Science, Computer Programming, Python Programming, Pandas (Python Package), Machine Learning Algorithms, Computational Thinking, C++ (Programming Language), Data Architecture, Random Forest Algorithm, Performance Tuning, Object Oriented Programming (OOP), Network Analysis, Program Development, Problem Solving, Debugging
中级 · 专项课程 · 3-6 个月
University of Colorado Boulder
您将获得的技能: Computational Logic, Systems Design, Verification And Validation, Systems Analysis, Software Systems, Theoretical Computer Science, Computational Thinking, System Design and Implementation, Simulations, Programming Principles, Software Architecture, Software Design, Model Evaluation, Graph Theory, Pseudocode, Software Testing, Hardware Architecture, Software Quality Assurance, Computer Architecture, Logical Reasoning
初级 · 专项课程 · 1-3 个月

Stanford University
您将获得的技能: Algorithm, 网络路由, 计算逻辑, 编程原则, 网络分析, 网络模型, 数据结构, 图论, 社交网络分析, 算法, 理论计算机科学
中级 · 课程 · 1-4 周

Princeton University
您将获得的技能: Java 编程, Algorithm, 网络路由, 运筹学, 数据结构, 计算机编程, 线性代数, 算法, 图论, 理论计算机科学, 计算思维
中级 · 课程 · 3-6 个月

SkillUp
您将获得的技能: 数据库管理, Java 编程, 恢复性应用程序接口, Java, 应用框架, 软件开发, 数据库, 对象关系映射, 冬眠(Java), 数据库开发, 关系数据库, 后端网站开发, 数据库设计, NoSQL, 查询语言, 数据访问, Spring Boot
中级 · 课程 · 1-4 周

Birla Institute of Technology & Science, Pilani
您将获得的技能: Graph Theory, Network Analysis, Social Network Analysis, Combinatorics, Network Model, Mathematical Modeling, Data Structures, Transportation Operations, Image Analysis, Algorithms, Theoretical Computer Science, Artificial Intelligence and Machine Learning (AI/ML), Computational Thinking, Problem Solving
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中级 · 课程 · 1-3 个月

University of London
您将获得的技能: Applied Mathematics, Trigonometry, Mathematics and Mathematical Modeling, Graphing, Calculus, Computer Science, Mathematical Theory & Analysis, Geometry, Mechanics, Computer Graphics, Graph Theory, Mathematical Modeling, Functional Requirement, Physics, Graphic Design, Derivatives
初级 · 课程 · 1-4 周