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。

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
中级 · 课程 · 1-3 个月

Coursera
中级 · 课程 · 1-4 周
Stanford University
您将获得的技能: 概率与统计, 概率分布, 网络分析, 机器学习算法, 统计建模, 贝叶斯网络, 网络模型, 马尔可夫模型, 决策支持系统, 图论
高级设置 · 课程 · 1-3 个月

L&T EduTech
您将获得的技能: Electric Power Systems, Electrical Power, Systems Analysis, Electrical Engineering, Network Analysis, Numerical Analysis, Mathematical Modeling, Simulation and Simulation Software, Simulations, Graph Theory
中级 · 课程 · 1-4 周

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

您将获得的技能: Adobe After Effects, Motion Graphics, Animations, Post-Production, Computer Graphic Techniques, Video Editing, 3D Assets, Timelines, Color Theory, Typography
初级 · 课程 · 1-3 个月

您将获得的技能: Dataflow, Performance Testing, Application Performance Management, Data Pipelines, MLOps (Machine Learning Operations), Data Flow Diagrams (DFDs), Computational Thinking, Data Processing, Data Manipulation
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Bayesian Network, Statistical Hypothesis Testing, Statistical Programming, Data Analysis, R (Software), Probability, Probability Distribution, Applied Machine Learning, Probability & Statistics, Statistical Methods, Social Network Analysis, Applied Mathematics, Simulations, Data Science, Markov Model
中级 · 专项课程 · 3-6 个月

The University of Edinburgh
您将获得的技能: 自然语言处理, Python 编程, 大数据, 生物信息学, 数据伦理, 机器学习, 健康信息学, 统计建模, 数据科学, 精准医疗, 网络分析, 图像分析, 生物医学技术, 图论, 数据整合
中级 · 课程 · 1-3 个月

您将获得的技能: Retrieval-Augmented Generation, Vector Databases, AI Workflows, Embeddings, Large Language Modeling, Graph Theory, Query Languages, Data Visualization Software, Development Environment
中级 · 课程 · 1-3 个月

Birla Institute of Technology & Science, Pilani
您将获得的技能: Algorithms, Programming Principles, Data Science, Data Management, Computational Thinking, Data Manipulation, C and C++, Software Design, Analysis, Problem Solving, Complex Problem Solving
混合 · 课程 · 1-3 个月

Shanghai Jiao Tong University
您将获得的技能: 算法, 网络分析, 计算机科学, 高等数学, 理论计算机科学, 数据结构, 计算思维, 图论, 组合学, 数学理论与分析, Algorithm
中级 · 课程 · 1-3 个月