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。

Northeastern University
您将获得的技能: Algorithms, Graph Theory, Computational Thinking, Programming Principles, Pseudocode, Theoretical Computer Science, Data Structures, Computer Programming, Performance Tuning, Scalability, Design Strategies
混合 · 课程 · 1-3 个月

Birla Institute of Technology & Science, Pilani
您将获得的技能: Mathematical Theory & Analysis, Theoretical Computer Science, Programming Principles, Computer Engineering, Computational Thinking, Cryptography, Algorithms, Applied Mathematics, Probability & Statistics, Data Management
初级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: Social Network Analysis, Data Analysis, Python Programming, Jupyter, Probability Distribution
高级设置 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Algorithms, Bayesian Statistics, Theoretical Computer Science, Network Model, Pseudocode, Computational Thinking, Bayesian Network, Data Structures, Graph Theory, Machine Learning Algorithms, Classification Algorithms, Network Analysis, Probability, Probability & Statistics
混合 · 课程 · 1-3 个月

您将获得的技能: C# (Programming Language), Debugging
中级 · 课程 · 1-3 个月

Heriot-Watt University
您将获得的技能: Artificial Intelligence, Graph Theory, Database Development, Database Architecture and Administration, NoSQL, Computational Logic, Java, Object Oriented Programming (OOP), Data Structures, Computer Programming, Program Development, Programming Principles, Combinatorics, Theoretical Computer Science, Big Data, Algorithms, Reinforcement Learning, Computational Thinking, Software Development, Natural Language Processing
获得学位
学位 · 1-4 年

BITS Pilani
您将获得的技能: Relational Databases, User Research, Probability & Statistics, Data Storytelling, Bash (Scripting Language), Graph Theory, Theoretical Computer Science, Object Oriented Design, Operating Systems, Android Development, Database Design, Encryption, Bioinformatics, Java Programming, Feature Engineering, Algorithms, TCP/IP, Version Control, Data Structures, Model View Controller
获得学位
学位 · 1-4 年

Ball State University
您将获得的技能: Data Ethics, Data Collection, Supervised Learning, SQL, Unsupervised Learning, Graph Theory, Database Systems, Software Development Methodologies, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Logistic Regression, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Artificial Intelligence, Natural Language Processing, R Programming
获得学位
学位 · 1-4 年

Ball State University
您将获得的技能: Data Ethics, Full-Stack Web Development, Data Collection, File Systems, SQL, Graph Theory, Database Systems, Software Development Methodologies, Database Management Systems, Statistical Methods, Data Wrangling, Software Engineering, Theoretical Computer Science, Application Security, Cryptography, Object Oriented Programming (OOP), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Natural Language Processing
获得学位
学位 · 1-4 年

您将获得的技能: Plotly, Plot (Graphics), Data Visualization, Statistical Visualization, Box Plots, Scatter Plots, Interactive Data Visualization, Data Visualization Software, Histogram, Statistical Analysis, Data Analysis, Probability
初级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: Plotly, Exploratory Data Analysis, Scatter Plots, Plot (Graphics), Data Visualization, Data Visualization Software, Interactive Data Visualization, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Plotly, Histogram, Interactive Data Visualization, Scatter Plots, Plot (Graphics), Data Visualization, Data Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时