网络物理系统课程通常教授系统集成、实时数据处理和传感器 Networking。您可以掌握自动化、系统建模和性能优化方面的技能。许多课程会介绍用于仿真的 MATLAB 等工具、用于设备连接的 IoT 平台以及用于实现算法的 Python 或 C++ 等编程语言。主要课题包括机器人技术、智能 Grid System 和自主系统,使您能够了解物理和计算元素在各种应用中如何相互作用。

University of California, Santa Cruz
您将获得的技能: 嵌入式系统, 数学建模, 模拟, 系统分析, 系统设计, 网络工程, 控制系统, 计算逻辑, 数字通信, Model Based Systems Engineering(基于模型的系统工程
中级 · 课程 · 1-4 周

Macquarie University
您将获得的技能: Anomaly Detection, AI Security, Cyber Security Strategy, Cyber Threat Intelligence, Threat Detection, Intrusion Detection and Prevention, Fraud detection, Cybersecurity, Applied Machine Learning, Malware Protection, Threat Modeling, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Network Analysis, Machine Learning, Machine Learning Algorithms, Model Evaluation, Artificial Neural Networks, MLOps (Machine Learning Operations), Data-Driven Decision-Making
中级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Large Language Modeling, AI Security, Network Security, Responsible AI, Cybersecurity, Infrastructure Security, Information Systems Security, Threat Modeling, Firewall, Network Protocols, Data Ethics, Internet Of Things, Artificial Intelligence
中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Open Web Application Security Project (OWASP), Security Information and Event Management (SIEM), Incident Response, Identity and Access Management, Cybersecurity, Network Security, Authentications, Application Security, Authorization (Computing), Role-Based Access Control (RBAC), DevSecOps, Vulnerability Assessments, Infrastructure Security, Vulnerability Management, Security Strategy, Security Controls, Penetration Testing, Firewall, Zero Trust Network Access
混合 · 课程 · 1-3 个月

您将获得的技能: Exploitation techniques, Penetration Testing, Cyber Attacks, Cyber Security Assessment, Cybersecurity, Event Monitoring, Vulnerability Management, Vulnerability, Continuous Monitoring, Data Security, Network Security, Analysis, Criminal Investigation and Forensics, System Monitoring, System Configuration, Network Monitoring, Bash (Scripting Language), Scripting, Linux, Python Programming
高级设置 · 专项课程 · 1-3 个月

Northeastern University
您将获得的技能: Cybersecurity, Cyber Attacks, Cryptography, Information Systems Security, Cyber Security Policies, Encryption, Data Security, Network Security, Security Controls, Network Protocols, Threat Modeling, Security Strategy, Personally Identifiable Information, Data Storage, Zero Trust Network Access, Governance Risk Management and Compliance
混合 · 课程 · 1-3 个月

您将获得的技能: Embedded Systems, Embedded Software, Robotics, Electronic Systems, Computer Systems, Internet Of Things, Automation, Control Systems, C (Programming Language), Programmable Logic Controllers, Peripheral Devices, Wireless Networks, Medical Equipment and Technology, Medical Devices, Electric Power Systems, Computer Architecture, Civil Engineering, Cybersecurity, Biomedical Engineering, Public Works
中级 · 专项课程 · 3-6 个月

New York University
您将获得的技能: 安全工程, 应用安全, Authentication, 网络安全, 基础设施安全, 威胁建模, 移动安全, 威胁检测, 网络安全战略, 密码学, 防火墙, 数据加密标准, 计算机安全, Distributed Denial-Of-Service (DDoS) 攻击, 公钥基础设施, 网络安全政策, 网络攻击, 网络风险, 企业安全, Network Security
初级 · 专项课程 · 3-6 个月

您将获得的技能: Cyber Threat Intelligence, MITRE ATT&CK Framework, Network Security, Cyber Threat Hunting, Threat Modeling, Threat Detection, Cybersecurity, Threat Management, Cyber Security Assessment, Operating System Administration, Cyber Attacks, Hardening, Intrusion Detection and Prevention, Cyber Engineering, Malware Protection, Vulnerability Management, Vulnerability Assessments, Incident Response, Network Monitoring, Incident Management
初级 · 课程 · 1-4 周

您将获得的技能: Business Transformation, Digital Transformation, Asset Management, Information Technology Operations, Cloud Computing
初级 · 课程 · 1-3 个月

University of London
您将获得的技能: Computer Security Incident Management, Linux, Network Security, Cyber Governance, OSI Models, Incident Management, Incident Response, Security Management, Linux Commands, TCP/IP, Computer Systems, Threat Modeling, Command-Line Interface, Network Protocols, Computer Networking, Cybersecurity, Cyber Security Strategy, Human Factors (Security), Cyber Threat Intelligence, Cyber Attacks
初级 · 专项课程 · 3-6 个月

您将获得的技能: Risk Management, Risk Management Framework, Infrastructure Security, Safety Assurance, Threat Modeling, Information Systems Security, Security Controls, Security Engineering, Security Requirements Analysis, Safety Standards, Safety and Security, Cybersecurity, Cyber Security Strategy, Continuous Monitoring, Cyber Risk, Hardening, Vulnerability Assessments, Cyber Security Policies, Cyber Security Assessment, Industrial Design
初级 · 课程 · 1-3 个月
网络物理系统(CPS)集成了计算、网络和物理过程。这些系统至关重要,因为它们实现了物理世界与数字技术之间的无缝互动,提高了各行各业的效率、安全性和可靠性。例如,CPS 在智能城市、自动驾驶汽车和医疗保健领域发挥着至关重要的作用,在这些领域,实时数据处理和自动化可提高决策和 Operator 的运行效率。
网络物理系统领域的职业多种多样,而且在不断增长。你可能会找到系统分析师、网络安全专家或 Embedding 系统工程师等职位。这些职位通常需要融合软件开发、系统工程和数据分析方面的技能。随着各行各业越来越依赖于 CPS,制造业、运输业和医疗保健等行业的机会也在不断扩大,使这一领域成为求职者大有可为的领域。
网络物理系统的一些最佳在线课程包括网络物理系统:ModelingandSimulation》以及侧重于系统工程和网络安全等相关领域的各种专项课程。这些课程提供的基础知识和实用技能对任何希望进入或晋升这一领域的人都至关重要。
是的,您可以通过两种方式在 Coursera 上免费开始学习网络物理系统:
如果您想继续学习,获得网络物理系统证书,或在预览或试用后解锁全部课程访问权限,您可以升级或申请经济援助。
学习网络物理系统需要将理论知识与实际应用相结合。首先要学习系统工程和编程方面的基础课程。参与实践项目或模拟,学以致用。此外,还可以考虑加入在线论坛或学习小组,与该领域的其他人建立联系,从而获得支持并提升学习体验。
对于网络物理系统方面的员工培训和技能提升,IBM 系统分析师专业证书等课程以及系统工程和网络安全方面的各种专项课程都大有裨益。这些课程旨在让专业人员掌握必要的技能,以驾驭复杂的网络物理系统,确保他们在快速发展的就业市场中保持竞争力。