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。

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

University of California San Diego
您将获得的技能: 组合学, 理论计算机科学, 数学建模, 面向数据的编程, Python 程序设计, 图论, 计算思维, Algorithm, 运筹学
初级 · 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), Problem Solving
中级 · 课程 · 1-3 个月

Vanderbilt University
您将获得的技能: Data Storytelling, Prompt Engineering, ChatGPT, Prompt Patterns, Excel Macros, Excel Formulas, Microsoft Excel, LLM Application, Productivity, OpenAI, Data Visualization, Data Analysis, Generative AI, Artificial Intelligence, Data Cleansing, Large Language Modeling, Data Integration, Data Transformation, Data Validation, Artificial Intelligence and Machine Learning (AI/ML)
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

您将获得的技能: Apache Hadoop, Big Data, Data Infrastructure, Social Network Analysis, Data Processing, Program Development, Distributed Computing, Java, Text Mining, Graph Theory, File Systems, Debugging
混合 · 课程 · 1-3 个月

您将获得的技能: LLM Application, Semantic Web, Large Language Modeling, Prompt Engineering, Graph Theory, Generative AI, Query Languages, Artificial Intelligence, Systems Integration, Interactive Data Visualization, Database Systems, Data Visualization Software, Development Environment
中级 · 课程 · 1-3 个月

IBM
您将获得的技能: NoSQL, 数据操作, JSON, MongoDB, Apache Cassandra, 数据库管理, 数据建模, 数据库, 可扩展性, 分布式计算, Query 语言, 数据库架构与管理, IBM 云
初级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: 回归分析, NoSQL, 数据处理, 数据建模, MongoDB, Apache Hadoop, 数据库管理系统, 统计分析, 数据管理, Data Management, 探索性数据分析, 图论, 可扩展性, 数据挖掘, 数据整合, 大数据, 数据库设计, 应用机器学习, 数据展示, 数据管道, Apache Spark
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, Video Editing, 3D Assets, Timelines, Graphics Software, Color Theory, Image Quality, Typography
初级 · 课程 · 1-3 个月

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
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Graph Theory, Programming Principles, Arithmetic
初级 · 课程 · 1-4 周