Artificial Intelligence is transforming industries, revolutionizing business operations, and redefining decision-making. To stay ahead in an AI-driven world, professionals must understand its advanced applications. This course takes you beyond the basics, exploring the cutting-edge infrastructure, autonomous systems, robotics, and business strategies that define the future of AI.
Delve into the powerful computing technologies behind AI, from CPUs and GPUs to cloud computing and quantum breakthroughs. Understand how AI-driven automation is reshaping industries, from self-driving vehicles and aviation to robotics in manufacturing, healthcare, and beyond. Explore AI’s impact on finance, marketing, supply chain management, and human resources, while tackling ethical considerations, regulatory challenges, and the evolving role of AI in society.
Whether you’re a business leader, entrepreneur, or AI enthusiast, this course provides the insights and expertise needed to harness AI’s full potential. Join us and take the next step in mastering AI’s most advanced capabilities.
This module explores the essential components that enable artificial intelligence systems to function effectively. It examines the role of hardware, including CPUs, GPUs, and specialized chips like TPUs and ASICs, in providing the computational power for AI. The trade-offs between edge computing, on-premises solutions, and cloud platforms are highlighted, focusing on scalability, cost, and energy efficiency. The module also covers the importance of software frameworks, comparing open-source tools like TensorFlow and PyTorch with proprietary platforms for their flexibility and ease of use.
Advanced Topics in Artificial Intelligence•3 Minuten
Meet Your Instructor•5 Minuten
The Impact of the Gies Community•2 Minuten
CPUs vs. GPUs vs. Specialized Chips •7 Minuten
Edge vs. On-Premises vs. Cloud•7 Minuten
Energy Issues With AI Hardware•6 Minuten
Open Source AI Software and Frameworks•7 Minuten
Proprietary AI Platforms •7 Minuten
Testing and Evaluation for AI Systems•4 Minuten
Data Collection and Management for AI •6 Minuten
Data Quality and Processing for AI•6 Minuten
Privacy and Security Concerns with AI•7 Minuten
AI and Cloud Computing •7 Minuten
As-A-Service Platforms for AI•7 Minuten
Data Management, Cost, and Scalability for AI•7 Minuten
Evolution of AI Infrastructure•6 Minuten
AI Feedback•7 Minuten
Quantum Computing•8 Minuten
6 Lektüren•Insgesamt 60 Minuten
Syllabus•10 Minuten
About the Discussion Forums•10 Minuten
Online Education at Gies College of Business•10 Minuten
Updating Your Profile•10 Minuten
Module 1 Overview•10 Minuten
Module 1 Readings•10 Minuten
7 Aufgaben•Insgesamt 185 Minuten
Module Quiz: AI Infrastructure: Data and Compute Needs•30 Minuten
Orientation Quiz•5 Minuten
Lesson Quiz: AI Hardware•30 Minuten
Lesson Quiz: AI Software and Frameworks•30 Minuten
Lesson Quiz: Big Data for AI•30 Minuten
Lesson Quiz: Cloud Computing and AI•30 Minuten
Lesson Quiz: Future of AI Infrastructure•30 Minuten
1 Diskussionsthema•Insgesamt 10 Minuten
Getting to Know Your Classmates•10 Minuten
1 Plug-in•Insgesamt 15 Minuten
Welcome! Please Tell Us About Yourself•15 Minuten
Module 2: AI and Autonomy
5 Stunden abzuschließen
Moduldetails
This module explores the transformative potential of AI-driven autonomous systems across various industries, including transportation, aviation, maritime, and rail.
Das ist alles enthalten
15 Videos2 Lektüren6 Aufgaben
Infos zu Modulinhalt anzeigen
15 Videos•Insgesamt 93 Minuten
Self-Driving Vehicles•6 Minuten
Regulatory and Safety Considerations •6 Minuten
Transportation and Logistics•6 Minuten
AI in Pilot Assistance •7 Minuten
AI in Air Traffic Control •6 Minuten
AI in Drones•6 Minuten
AI in Autonomous Ships and Submersibles •7 Minuten
AI in Smart Railways and Signaling•6 Minuten
AI in Safety and Logistical Challenges •7 Minuten
Human Trust and Acceptance with AI•6 Minuten
Ethics of Machine Decisions •6 Minuten
Worker Protections•5 Minuten
AI-Driven Advancements•6 Minuten
New Approaches and Models •7 Minuten
Networked Autonomy•6 Minuten
2 Lektüren•Insgesamt 20 Minuten
Module 2 Overview•10 Minuten
Module 2 Readings•10 Minuten
6 Aufgaben•Insgesamt 180 Minuten
Module Quiz: AI and Autonomy•30 Minuten
Lesson Quiz: Autonomous Vehicles•30 Minuten
Lesson Quiz: AI in Aviation and Space•30 Minuten
Lesson Quiz: AI in Maritime and Rail•30 Minuten
Lesson Quiz: Ethical and Social Implications•30 Minuten
Lesson Quiz: Future of Autonomy•30 Minuten
Module 3: AI and Robotics
5 Stunden abzuschließen
Moduldetails
This module explores the intersection of artificial intelligence and robotics, highlighting how AI enhances the capabilities of robots across various industries and environments.
Das ist alles enthalten
15 Videos2 Lektüren6 Aufgaben
Infos zu Modulinhalt anzeigen
15 Videos•Insgesamt 100 Minuten
AI and Robotics in Manufacturing•7 Minuten
AI and Robotics in Health Care•7 Minuten
AI and Robotics in Agriculture •7 Minuten
AI and Robots in the Domestic and Personal Space•7 Minuten
AI and Robots in Retail and Hospitality•7 Minuten
AI and Robots in Office and Factory•6 Minuten
AI and Robotics in Disaster Response •7 Minuten
AI and Robotics in Marine Environments•7 Minuten
AI and Robotics in Space•6 Minuten
Human-Robot Interactions •7 Minuten
Human-Robot Competition •7 Minuten
Government Use and Misuse of AI and Robotics•7 Minuten
AI-Driven Enhancements of Robotics•6 Minuten
Sensory and Cognitive Capabilities in Robotics •7 Minuten
Network Intelligence in Robotics•7 Minuten
2 Lektüren•Insgesamt 20 Minuten
Module 3 Overview•10 Minuten
Module 3 Readings•10 Minuten
6 Aufgaben•Insgesamt 180 Minuten
Module Quiz: AI and Robotics•30 Minuten
Lesson Quiz: Robotics in Industry•30 Minuten
Lesson Quiz: Service Robotics•30 Minuten
Lesson Quiz: Hazardous Environments•30 Minuten
Lesson Quiz: Ethical and Social Implications•30 Minuten
Lesson Quiz: Future of Robotic Technology•30 Minuten
Module 4: Business Applications of AI
7 Stunden abzuschließen
Moduldetails
This module explores how artificial intelligence is transforming key areas of business operations, including finance, marketing, supply chain management, human resources, and manufacturing. The module highlights AI's role in streamlining processes, enhancing decision-making, and improving efficiency across diverse industries. Learners are introduced to tools and technologies such as predictive analytics, machine learning algorithms, and automation systems that enable businesses to forecast demand, optimize logistics, and personalize customer experiences.
AI-Driven Risk Assessment and Management•7 Minuten
AI-Driven Algorithmic Trading and Asset Allocation •7 Minuten
AI-Driven Customer Segmentation •7 Minuten
AI-Driven Predictive Analytics for Sales •7 Minuten
AI-Driven Customer Service•7 Minuten
AI-Driven Automated Recruitment and Onboarding •7 Minuten
AI-Driven Employee Performance Analysis and Coaching•7 Minuten
AI-Driven Training and Development Programs •7 Minuten
AI-Driven Predictive Logistics •7 Minuten
AI-Driven Warehouse Automation•7 Minuten
AI-Driven Supply Chain Optimization •7 Minuten
AI-Driven Demand Forecasting •7 Minuten
AI-Driven Predictive Maintenance•7 Minuten
AI-Driven On-Demand Employee Training•7 Minuten
Course Conclusion•2 Minuten
Learn on Your Terms•1 Minute
4 Lektüren•Insgesamt 40 Minuten
Module 4 Overview•10 Minuten
Module 4 Readings•10 Minuten
Congratulations on Completing the Course!•10 Minuten
Get Your Course Certificate•10 Minuten
6 Aufgaben•Insgesamt 180 Minuten
Module Quiz: Business Applications of AI•30 Minuten
Lesson Quiz: AI in Finance•30 Minuten
Lesson Quiz: AI in Marketing and Sales•30 Minuten
Lesson Quiz: AI in Human Resources•30 Minuten
Lesson Quiz: AI in Supply Chain Management•30 Minuten
Lesson Quiz: AI in Manufacturing•30 Minuten
1 peer review•Insgesamt 60 Minuten
Peer-Review Assignment: Business Application of AI•60 Minuten
1 Plug-in•Insgesamt 15 Minuten
How Was the Course?•15 Minuten
Auf einen Abschluss hinarbeiten
Dieses Kurs ist Teil des/der folgenden Studiengangs/Studiengänge, die von University of Illinois Urbana-Champaignangeboten werden. Wenn Sie zugelassen werden und sich immatrikulieren, können Ihre abgeschlossenen Kurse auf Ihren Studienabschluss angerechnet werden und Ihre Fortschritte können mit Ihnen übertragen werden.¹
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Auf einen Abschluss hinarbeiten
Dieses Kurs ist Teil des/der folgenden Studiengangs/Studiengänge, die von University of Illinois Urbana-Champaignangeboten werden. Wenn Sie zugelassen werden und sich immatrikulieren, können Ihre abgeschlossenen Kurse auf Ihren Studienabschluss angerechnet werden und Ihre Fortschritte können mit Ihnen übertragen werden.¹
¹Erfolgreiche Bewerbung und Einschreibung sind erforderlich. Es gelten die Zulassungsbedingungen. Jede Einrichtung legt die Anzahl der Credits fest, die durch die Absolvierung dieser Inhalte anerkannt werden und auf die Abschlussanforderungen angerechnet werden können, wobei bereits vorhandene Credits berücksichtigt werden. Klicken Sie auf einen bestimmten Kurs, um weitere Informationen zu erhalten.
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What will I get if I purchase the Certificate?
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Is financial aid available?
Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.
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¹ Einige Aufgaben in diesem Kurs werden mit AI bewertet. Für diese Aufgaben werden Ihre Daten in Übereinstimmung mit Datenschutzhinweis von Courseraverwendet.