산업용 IoT 시장 및 보안 from Coursera

이 과정은 CU Boulder의 전기 공학 석사 과정의 일부인 ECEA 5385로 학점을 이수할 수도 있습니다.

미래의 산업 인프라를 개발하는 것은 중요한 과제입니다. 이 과정은 임베디드 시스템 애플리케이션의 잠재성 및 성장을 위해 더욱 광범위한 공간을 강조하기 위해 소비자 IoT를 실제적으로 보여줍니다. 산업용 사물 인터넷(IIoT)은 Industry 4.0이라고도 합니다. Cisco의 CEO는 다음과 같이 말했습니다. “IoT는 전체 19조 달러의 시장입니다. IIoT는 디지털 유전, 첨단 제조, 전력망 자동화 및 스마트 시티를 포함하는 중요한 하위 집합입니다.”

이것은 전문화의 1부입니다. 이 전문화의 주요 목표는 엔지니어링 학생 또는 엔지니어에게 필요한 신흥 시장, 기술 동향, 적용 분야 및 기술을 면밀히 조사하고 IIoT 분야에서 일할 기회를 탐색하는 것입니다. 과정의 구조는 의도적으로 넓지만 얕게 설계되었습니다. 많은 주제를 다룰 것이지만 한 주제 영역에 대해 극도로 깊이 다루지는 않을 것입니다. 한 가지 예외가 있습니다. 보안은 모든 "사물 인터넷" 제품 개발에서 가장 중요한 주제이므로 보안에 대해 좀 더 깊이 살펴볼 것입니다.

이 과정에서 학생들은 다음을 배웁니다.

* Industry 4.0의 정의 및 IIoT를 가능하게 한 요인

* IIoT 분야에서 취업하기 위해 개발해야 할 핵심 기술

* 사용되는 플랫폼 및 소프트웨어 및 서비스에 대한 시장 정보

* 주요 적용 분야(예: 제조 및 석유 및 가스)

* IIoT 배포에 사용되는 주요 운영 체제

* 네트워킹 정보 및 IIoT 배포에 사용되는 무선 통신 프로토콜

* 컴퓨터 보안 정보: 데이터 무결성 및 인증을 보장하기 위한 암호화 기술 및 보안 방법

What's inside

Syllabus

시장 개요, 개발할 핵심 기술

이 모듈에서는 전문화(3개 과정 모두) 개요를 보고, Industry 4.0이 무엇인지, IIoT의 존재를 가능하게 한 요인에 대해 배우고, IIoT 시장 부문에서 채용되기 위해 어떤 핵심 기술을 배워야 하는지 살펴봅니다.

플랫폼, 소프트웨어 및 서비스

이 모듈에서는 플랫폼이란 무엇이며 주요 플랫폼 공급업체에 대해 살펴보겠습니다. 건물 자동화 배포의 예시와 플랫폼이 전체 시스템을 함께 묶는 "접착제"를 형성하는 방법을 간단히 살펴보겠습니다. 또한 소프트웨어와 서비스 시장을 살펴볼 것입니다.

상위 5개 적용 분야, 실시간 운영 체제

이 모듈에서는 IIoT 노드(선반과 같은 제조 기계에 연결된 싱글 보드 컴퓨터)에 대한 실시간 운영 체제 선택과 관련된 상위 5개 적용 분야 및 고려 사항을 살펴봅니다.

네트워킹, 무선 통신 공급자 및 프로토콜

이 모듈에서는 네트워킹 개념과 두 가지 중요한 발전 사항을 살펴봅니다. NFV(네트워크 기능 가상화) 및 SDN(소프트웨어 정의 네트워크). 그런 다음 장거리 및 단거리 무선 프로토콜에 대해 간략한 조사를 진행합니다.

보안

이것은 전체 전문 분야에서 가장 중요한 모듈일 것입니다. 수십억 개의 장치가 인터넷에 연결되어 있으므로 가장 중요한 것은 보안입니다. 종단 노드 유형 장치에 대한 보안 솔루션을 개발하면서 얻은 경험 대부분을 여러분과 공유할 것입니다. 저의 경우, 제품은 하드 드라이브와 SSD(솔리드 스테이트 드라이브)였습니다. 그러나 저장 장치에 대한 "작동" 원칙은 모든 IIoT 장치에도 적용됩니다. 동료 연사로 25여 년 간의 보안 관련 경험에 대해 이야기하기 위해 Don Matthews를 여기에 모셨습니다.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

산업에 필요한 신흥 시장, 기술 동향, 적용 분야 및 기술을 면밀히 조사하는 데 도움이 됩니다

IIoT 분야에서 일할 기회를 탐구하도록 안내합니다

Industry 4.0과 IIoT를 가능하게 한 요인에 대해 알려줍니다

IIoT 시장에서 채용되기 위해 필요한 핵심 기술을 다룹니다

플랫폼, 소프트웨어, 서비스에 대한 시장 정보를 제공합니다

IIoT 적용 분야(제조, 석유 및 가스 분야)에 대한 통찰력을 제공합니다

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in 산업용 IoT 시장 및 보안 with these activities:

Refresh Network Concepts

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Review the fundamentals of network concepts to strengthen your understanding of network technologies in IIoT.

Browse courses on Networking

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Revise basic network terminologies and concepts.
Go through the layers of the OSI model and their functions.
Review different network protocols and their roles in data communication.

Review Industry 4.0 Technologies

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By revisiting these concepts, you'll strengthen your foundational understanding and be better prepared to grasp the advanced material covered in this course.

Browse courses on Industry 4.0

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Define Industry 4.0 and its key principles
Identify the enabling technologies behind Industry 4.0, such as IoT, cloud computing, and big data analytics
Discuss the benefits and challenges of adopting Industry 4.0 technologies in industrial settings

Explore IIoT Cloud Platforms

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By exploring popular cloud platforms, you'll gain practical experience in using the tools and services essential for developing and deploying IIoT solutions.

Browse courses on AWS IoT

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Choose a cloud platform and create an account
Create an IIoT application using the platform's built-in tools and services
Deploy your application to the cloud and monitor its performance

One other activity

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Practice IIoT System Design

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Through hands-on exercises, you'll gain a deeper understanding of the principles and best practices involved in designing effective IIoT systems.

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Design an IIoT system for a specific industrial application, considering factors such as data collection, connectivity, and security
Simulate the operation of your designed system to identify potential issues and optimize its performance
Analyze data from your simulated system to gain insights and improve your design

Career center

Learners who complete 산업용 IoT 시장 및 보안 will develop knowledge and skills that may be useful to these careers:

Information Security Analyst

Information Security Analysts ensure the security of an organization's computer networks and systems. They identify vulnerabilities, develop security plans, and respond to security incidents. This course can help you build a foundation for this role by teaching you about the principles of computer security, including cryptography, risk assessment, and incident response.

See salaries and explore the career path for Information Security Analyst

Computer Network Architect

Computer Network Architects design, implement, and maintain computer networks. They ensure that networks are secure, reliable, and efficient. This course can help you build a foundation for this role by teaching you about the principles of computer networking, including network design, routing, and switching.

See salaries and explore the career path for Computer Network Architect

Software Engineer

Software Engineers design, develop, and maintain software applications. They work with a variety of programming languages and technologies to create software that meets the needs of users. This course can help you build a foundation for this role by teaching you about the principles of software engineering, including software design, development, and testing.

See salaries and explore the career path for Software Engineer

Data Scientist

Data Scientists use data to solve business problems. They collect, analyze, and interpret data to identify trends and patterns. This course can help you build a foundation for this role by teaching you about the principles of data science, including data mining, machine learning, and statistics.

See salaries and explore the career path for Data Scientist

Business Analyst

Business Analysts work with businesses to identify and solve problems. They use data analysis, process mapping, and other techniques to help businesses improve their operations. This course can help you build a foundation for this role by teaching you about the principles of business analysis, including business process modeling, data analysis, and requirements gathering.

See salaries and explore the career path for Business Analyst

Project Manager

Project Managers plan, execute, and close projects. They work with stakeholders to define project scope, develop project plans, and manage project resources. This course can help you build a foundation for this role by teaching you about the principles of project management, including project planning, scheduling, and risk management.

See salaries and explore the career path for Project Manager

Systems Engineer

Systems Engineers design, develop, and maintain complex systems. They work with a variety of technologies to create systems that meet the needs of users. This course can help you build a foundation for this role by teaching you about the principles of systems engineering, including systems design, development, and testing.

See salaries and explore the career path for Systems Engineer

Security Consultant

Security Consultants help organizations improve their security posture. They assess risks, develop security plans, and implement security solutions. This course can help you build a foundation for this role by teaching you about the principles of information security, including risk assessment, security planning, and incident response.

See salaries and explore the career path for Security Consultant

Network Administrator

Network Administrators manage and maintain computer networks. They ensure that networks are secure, reliable, and efficient. This course can help you build a foundation for this role by teaching you about the principles of computer networking, including network design, routing, and switching.

See salaries and explore the career path for Network Administrator

Data Analyst

Data Analysts collect, analyze, and interpret data to identify trends and patterns. This course can help you build a foundation for this role by teaching you about the principles of data analysis, including data mining, machine learning, and statistics.

See salaries and explore the career path for Data Analyst

Software Developer

Software Developers design, develop, and maintain software applications. This course can help you build a foundation for this role by teaching you about the principles of software development, including software design, development, and testing.

See salaries and explore the career path for Software Developer

Business Intelligence Analyst

Business Intelligence Analysts use data to help businesses make better decisions. This course can help you build a foundation for this role by teaching you about the principles of business intelligence, including data analysis, data visualization, and reporting.

See salaries and explore the career path for Business Intelligence Analyst

IT Auditor

IT Auditors assess the security and compliance of IT systems. This course can help you build a foundation for this role by teaching you about the principles of information security, including risk assessment, security planning, and incident response.

See salaries and explore the career path for IT Auditor

Cybersecurity Analyst

Cybersecurity Analysts protect computer systems from unauthorized access, use, disclosure, disruption, modification, or destruction. This course can help you build a foundation for this role by teaching you about the principles of cybersecurity, including risk assessment, security planning, and incident response.

See salaries and explore the career path for Cybersecurity Analyst

Information Security Manager

Information Security Managers oversee the security of an organization's computer networks and systems. This course can help you build a foundation for this role by teaching you about the principles of information security, including risk assessment, security planning, and incident response.

See salaries and explore the career path for Information Security Manager

산업용 IoT 시장 및 보안

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