信息学课程
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。
通用信息课程和证书
University of Colorado Boulder
您将获得的技能: Python 编程, 设计策略, 计算机科学, 算法, 数据结构, 分析, 计算思维, 编程原则, 理论计算机科学, 伪代码, 高等数学
University of London
您将获得的技能: 人工智能, 模型评估, 分类算法, 数据收集, 数据预处理, 机器学习, 图像分析, 数据分析
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
Rice University
您将获得的技能: Python 编程, 开发环境, 数据可视化软件, 软件包和软件管理, 脚本语言, 计划发展, 数据结构, 编程原则, 数据操作, 数据存储, 脚本, 数据整合, 数据处理, 计算机编程, 数据导入/导出, 绘图（图形）, 数据清理, 数据可视化, 文件输入/输出, 数据分析
University of London
您将获得的技能: Combinatorics, Probability & Statistics, Data Analysis, Advanced Mathematics, Linear Algebra, Mathematics and Mathematical Modeling, Mathematical Theory & Analysis, Applied Mathematics, Statistics, Analysis, Statistical Analysis, Probability, Algorithms, Algebra
您将获得的技能: Event-Driven Programming, Debugging, Programming Principles, Algorithms, Video Game Development, Computer Programming Tools, Game Design, Computer Programming, Program Development, Animation and Game Design, Interactive Design, Integrated Development Environments, Computer Science
您将获得的技能: Machine Controls, Robotic Process Automation, Product Automation, Manufacturing Operations, Integration Testing, Workflow Management, Coordination, Application Programming Interface (API), Simulation and Simulation Software, Process Optimization, Process Improvement and Optimization
您将获得的技能: Programming Principles, Computer Programming, Python Programming, Scripting, Computational Logic, Scripting Languages, Computer Science
University of California San Diego
您将获得的技能: Python 编程, 算法, 图论, 组合学, 数学建模, 应用数学, 理论计算机科学, 计算思维, 运筹学
University of Colorado Boulder
您将获得的技能: 人工智能, 卷积神经网络, 计算机视觉, 博弈论, 数学建模, 算法, 人机界面, 人类学习, 心理学, 人工智能和机器学习（AI/ML）, 计算机图形学, 解决问题, 行为经济学, 人类发展, 计算思维, 理论计算机科学, 概率, 图像分析, 分析技能, 人工神经网络
您将获得的技能: C++ (Programming Language), Object Oriented Programming (OOP), C and C++, Programming Principles, Computer Programming, Software Documentation, Functional Design, Computer Science, Maintainability
您将获得的技能: Game Design, Programming Principles, Python Programming, Scripting, Computer Programming, Scripting Languages, Computer Science
总之，以下是 10 最受欢迎的 computer science 课程
- 动态编程、贪婪算法: University of Colorado Boulder
- 全民机器学习: University of London
- Programming in Python: A Hands-on Introduction: Codio
- Python 脚本入门: Rice University
- Applied Mathematical Methods for Computing: University of London
- Introduction to Basic Game Development using Scratch: Coursera
- Robotics in High-Tech Manufacturing: Coursera
- Python Basics: Selection and Iteration: Codio
- 交付问题: University of California San Diego
- 心灵与机器: University of Colorado Boulder
