图形课程
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。
热门图形课程和认证
状态：免费试用Stanford University
您将获得的技能: Algorithm, 统计推理, 机器学习算法, 贝叶斯网络, 概率分布, 概率与统计, 马尔可夫模型, 统计方法, 算法, 应用机器学习, 计算思维, 图论, 机器学习方法, 抽样（统计）
状态：新状态：免费试用您将获得的技能: Data-Driven Decision-Making, Database Design, Data Processing, Scripting Languages, Scripting, Data Structures
状态：免费试用Vanderbilt University
您将获得的技能: Excel Macros, Excel Formulas, Microsoft Excel, Data Visualization, ChatGPT, Spreadsheet Software, AI Enablement, Data Validation, Prototyping, Data Import/Export
状态：新状态：免费试用您将获得的技能: Data Structures, Graph Theory, Algorithms, Computational Thinking
状态：新您将获得的技能: Retrieval-Augmented Generation, Database Management Systems, Python Programming, Analysis, Data Import/Export
状态：预览Birla Institute of Technology & Science, Pilani
您将获得的技能: Computer Science, Programming Principles, Problem Solving, Mathematical Theory & Analysis, Problem Management, Scalability
状态：免费试用Northwestern University
您将获得的技能: Algorithm, 数学建模, 模拟和模拟软件, 线性代数, 控制系统, 人工智能, 机器人, 数据结构, 自动化, 算法, 虚拟环境, 图论
状态：免费试用Johns Hopkins University
您将获得的技能: Network Analysis, Statistical Modeling, Bayesian Network, R (Software), R Programming, Social Network Analysis, Simulations, Graph Theory, Statistical Analysis, Probability & Statistics, Markov Model, Probability Distribution, Data Visualization, Machine Learning, Statistical Hypothesis Testing
状态：免费试用Duke University
您将获得的技能: 实时数据, 数据架构, 可扩展性, 阿帕奇气流, 数据库管理, 数据转换, 数据库管理系统, 性能分析, 矢量数据库, 解决复杂问题, 数据导入/导出, 数据管道, MySQL, 图论, 工作流程管理
状态：预览您将获得的技能: Reinforcement Learning, Dimensionality Reduction, PyTorch (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Machine Learning Methods, Deep Learning, Transfer Learning, Applied Machine Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Python Programming, Machine Learning, Artificial Neural Networks, Data Processing, Natural Language Processing, Feature Engineering
状态：新Birla Institute of Technology & Science, Pilani
您将获得的技能: MongoDB, Redis, NoSQL, Database Management Systems, Database Systems, Operational Databases, Databases, Data Store, Amazon DynamoDB, Relational Databases, Database Design, Apache Kafka, Database Management, SQL, Distributed Computing, Databricks, Big Data, Data Architecture, Data Modeling, Cloud Computing
状态：新状态：免费试用您将获得的技能: Apache Hadoop, Big Data, Application Deployment, Social Network Analysis, Data Processing, Distributed Computing, Java, Text Mining, Graph Theory, File Systems
总之，以下是 10 最受欢迎的 graph 课程
- 概率图形模型 2：推理: Stanford University
- Apply Advanced SQL Server Analytics and Programming: EDUCBA
- ChatGPT + Excel: Master AI-driven Formulas & Visualizations: Vanderbilt University
- Intermediate Algorithms: Graphs, Trees, and Backtracking: Packt
- Neo4j: Cypher, GDS, GraphQL, LLM, Knowledge Graphs for RAG: Packt
- Algorithm Design: Mastering Computational Problem Solving: Birla Institute of Technology & Science, Pilani
- 现代机器人学》课程 4：机器人运动规划与控制: Northwestern University
- Computational and Graphical Models in Probability: Johns Hopkins University
- 高级数据工程: Duke University
- Machine Learning with PyTorch and Scikit-Learn: Packt
