信息学课程可帮助您理解算法、信息系统、数据和逻辑开发的主要概念。您可以培养逻辑分析、建模、架构和分析方面的能力。许多课程利用具体实例来说明基本原理。

University of Colorado Boulder
您将获得的技能: 生成式人工智能, 算法, 负责任的人工智能, 道德标准与行为, 人工智能, 多样性意识, 信息隐私, 数据伦理, 多样性、平等和包容倡议, 文化多样性
攻读学位
初级 · 课程 · 1-3 个月

您将获得的技能: 统计编程, 数据科学, 概率分布, 网络抓取, 文件输入/输出, 关系数据库, 描述性统计, 存储过程, 数据库, 统计假设检验, 统计资料, Python 编程, 数据分析, 仪表板, 数据导入/导出, 编程原则, 查询语言, 数据可视化, 数据展示, 统计分析
攻读学位
初级 · 专项课程 · 3-6 个月

University of Leeds
您将获得的技能: Robotics, Automation, Artificial Intelligence, Manufacturing and Production, Engineering, Data Ethics, Electrical Engineering, Computer Vision, Control Systems, Biomedical Engineering, Computer Programming
初级 · 课程 · 1-4 周

多位教师
您将获得的技能: Dashboard, Web Scraping, Pseudocode, Algorithms, Data Literacy, Data Mining, Data Analysis, Data Presentation, Correlation Analysis, Pandas (Python Package), NumPy, Data Import/Export, Probability & Statistics, Programming Principles, Predictive Modeling, Real Time Data, Data Science, Unsupervised Learning, Machine Learning, Project Management
初级 · 专项课程 · 3-6 个月

您将获得的技能: Object Oriented Programming (OOP), Programming Principles, Computer Programming, Scripting Languages, Data Import/Export, Data Structures, Python Programming, Integrated Development Environments, Scripting, Data Persistence, Computational Logic, Computer Science, File Management
初级 · 专项课程 · 3-6 个月

Arizona State University
您将获得的技能: Supervised Learning, Unsupervised Learning, Matplotlib, File I/O, Generative Adversarial Networks (GANs), NumPy, Object Oriented Programming (OOP), Deep Learning, Image Analysis, Plot (Graphics), Machine Learning Algorithms, Object Oriented Design, Applied Machine Learning, Integrated Development Environments, Pandas (Python Package), Python Programming, Machine Learning, Event-Driven Programming, Programming Principles, Computer Programming
初级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 个人身份信息, 计算机安全意识培训, 道德标准与行为, 一般数据保护条例》(GDPR), 信息隐私, 人工智能, 负责任的人工智能, 数据伦理, 信息技术, 安全意识, 社会影响, 媒体与传播, 网络安全
攻读学位
初级 · 课程 · 1-4 周

Arizona State University
您将获得的技能: Integrated Development Environments, Python Programming, Programming Principles, File I/O, Scripting, Software Engineering, Computer Programming, Computer Engineering, Data Structures
初级 · 课程 · 1-3 个月

Duke University
您将获得的技能: Matplotlib, Pandas (Python Package), NumPy, Data Visualization, Data Cleansing, Data Structures, Data Visualization Software, Predictive Analytics, Debugging, Object Oriented Programming (OOP), Data Manipulation, Regression Analysis, Python Programming, Data Science, Algorithms, Simulations, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Data Analysis
初级 · 专项课程 · 3-6 个月

您将获得的技能: Programming Principles, Debugging, Computer Programming, Application Design, Computer Science, Maintainability, Object Oriented Programming (OOP), Software Development, Data Management, Algorithms, Software Architecture
初级 · 课程 · 3-6 个月

IBM
您将获得的技能: 数据故事, 网络抓取, 交互式数据可视化, 数据科学, 模型评估, 探索性数据分析, 数据操作, 仪表板, Python 编程, 数据转换, 数据分析, Matplotlib, 机器学习, 数据导入/导出, 数据可视化软件, Plotly, 编程原则, 数据展示, 数据可视化, 预测建模
攻读学位
初级 · 专项课程 · 3-6 个月

您将获得的技能: Probability, Linear Algebra, Probability & Statistics, Statistics, Mathematical Theory & Analysis, Computational Logic, Applied Mathematics, Advanced Mathematics, Computer Science, Algebra, Physics
初级 · 课程 · 1-4 周