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

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
Stanford University
您将获得的技能: Algorithm, 模型评估, 统计推理, 机器学习算法, 概率与统计, 机器学习, 贝叶斯网络, 概率分布, 马尔可夫模型, 统计建模, 统计方法, 算法, 应用机器学习, Model Evaluation, 图论, 机器学习方法, 网络模型, 抽样(统计), 网络分析, 贝叶斯统计, 决策支持系统, 计算思维
高级设置 · 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

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

Stanford University
您将获得的技能: Algorithm, 网络路由, 计算逻辑, 理论计算机科学, 数据结构, 算法, 编程原则, 图论, 社交网络分析, 网络模型, 网络分析
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, 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 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
Stanford University
您将获得的技能: 机器学习算法, 概率分布, 概率与统计, 贝叶斯网络, 马尔可夫模型, 统计建模, 图论, 网络模型, 网络分析, 决策支持系统
高级设置 · 课程 · 1-3 个月

您将获得的技能: Microsoft SQL Servers, SQL, Relational Databases, Database Management, Database Design, Transact-SQL, Database Systems, Server Administration, Query Languages, Databases, Database Administration, Database Architecture and Administration, Data-Driven Decision-Making, Data Integrity, Database Management Systems, Servers, Data Manipulation, Data Processing, Scripting Languages, System Requirements
初级 · 专项课程 · 3-6 个月