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
状态：免费试用MathWorks
您将获得的技能: 卷积神经网络, 估算, 模型评估, 计算机视觉, 分类算法, 深度学习, 算法, 机器学习方法, 人工智能和机器学习（AI/ML）, Matlab, 机器学习算法, 医学影像, 数据预处理, 迁移学习, 机器学习, 地理空间信息与技术, 图像分析, 数据验证, 交通流优化
状态：预览University of Toronto
您将获得的技能: 集成开发环境, Python 编程, 计算机编程, 算法, 开发环境, 计划发展, 编程原则, 调试, 软件文档, 文件输入/输出, 数据结构
状态：预览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
状态：免费试用University of Colorado System
您将获得的技能: 数据收集, 计算机编程, 计划发展, C（编程语言）, 算法, 编程原则, 计算思维, 数据存储, Microsoft Visual Studio
状态：预览Northeastern University
您将获得的技能: Algorithms, Theoretical Computer Science, Data Structures, Computational Thinking, Analysis, Computer Science, Performance Tuning, Software Development, Scalability
状态：免费试用University of Colorado Boulder
您将获得的技能: Penetration Testing, Network Security, Network Monitoring, Exploitation techniques, Virtual Private Networks (VPN), Cryptographic Protocols, Network Protocols, General Networking, Computer Networking, Command-Line Interface, Network Analysis, Proxy Servers
状态：免费试用University of Colorado Boulder
您将获得的技能: Penetration Testing, Exploitation techniques, Cyber Security Assessment, Unix, Vulnerability Assessments, Unix Commands, Unix Shell, System Programming, Shell Script, Linux, Debugging, Linux Commands, Computer Architecture, Authentications
状态：新状态：预览International Institute of Information Technology, Hyderabad
您将获得的技能: Microarchitecture, Computer Architecture, Hardware Architecture, Systems Architecture, Computer Systems, Computer Hardware, Performance Tuning
状态：预览Ball State University
您将获得的技能: Data Analysis, Programming Principles, Statistical Analysis, Computer Programming, Python Programming, Object Oriented Programming (OOP), Natural Language Processing, Scripting, NumPy, Algorithms, Debugging, Data Structures
University of Illinois at Urbana-Champaign
University of London
您将获得的技能: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Model Evaluation, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Combinatorics, Database Design, Data Visualization, Web Development, Generative AI
University of London
您将获得的技能: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Model Evaluation, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Combinatorics, Database Design, Data Visualization, Web Development, Generative AI
总之，以下是 10 最受欢迎的 computer science 课程
- 工程与科学计算机视觉: MathWorks
- 学习编程：基础知识: University of Toronto
- Data Structures and Algorithms: Birla Institute of Technology & Science, Pilani
- 算法、数据收集和开始编码: University of Colorado System
- Data Structures & Algos: Software Development Skills: Northeastern University
- Security & Ethical Hacking: Attacking the Network: University of Colorado Boulder
- Security & Ethical Hacking: Attacking Unix and Windows : University of Colorado Boulder
- Fundamentals of Computer Organization: International Institute of Information Technology, Hyderabad
- Introduction to Programming: Ball State University
- Master of Computer Science (feat. Data Science Track): University of Illinois at Urbana-Champaign
