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Advanced Topics in Artificial Intelligence · LearnSpace
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Advanced Topics in Artificial Intelligence

Курс от University of Illinois Urbana-Champaign
Начальный≈ 22.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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.

Навыки, которые вы освоите

Artificial IntelligenceBusiness OperationsAutomationAI PersonalizationBusiness TechnologiesCloud InfrastructureInfrastructure ArchitecturePredictive ModelingRiskingResponsible AI

Программа курса

4 модулей · 108 учебных материалов

01Module 1: AI Infrastructure: Data and Compute Needs33 материалов

Orientation

Advanced Topics in Artificial IntelligenceВидеоMeet Your InstructorВидеоSyllabusЧтениеAbout the Discussion ForumsЧтение

Учитесь у экспертов

Robert J. Brunner

Professor of Accountancy, Chief Disruption Officer, and Arthur Andersen Faculty Fellow

Advanced Topics in Artificial Intelligence
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 22.9 ч

4 модулей

Язык: Английский

Субтитры: Узбекский, Пушту, Дари, Казахский, Венгерский

Часть программы вашего университета
Orientation QuizЗадание
Online Education at Gies College of BusinessЧтение
The Impact of the Gies CommunityВидео
Welcome! Please Tell Us About YourselfPLUGIN

About Your Classmates

Getting to Know Your ClassmatesОбсуждениеUpdating Your ProfileЧтение

Module 1 Information

Module 1 OverviewЧтениеModule 1 ReadingsЧтение

Lesson 1: AI Hardware

CPUs vs. GPUs vs. Specialized Chips ВидеоEdge vs. On-Premises vs. CloudВидеоEnergy Issues With AI HardwareВидеоLesson Quiz: AI HardwareЗадание

Lesson 2: AI Software and Frameworks

Open Source AI Software and FrameworksВидеоProprietary AI Platforms ВидеоTesting and Evaluation for AI SystemsВидеоLesson Quiz: AI Software and FrameworksЗадание

Lesson 3: Big Data for AI

Data Collection and Management for AI ВидеоData Quality and Processing for AIВидеоPrivacy and Security Concerns with AIВидеоLesson Quiz: Big Data for AIЗадание

Lesson 4: Cloud Computing and AI

AI and Cloud Computing ВидеоAs-A-Service Platforms for AIВидеоData Management, Cost, and Scalability for AIВидеоLesson Quiz: Cloud Computing and AIЗадание

Lesson 5: Future of AI Infrastructure

Evolution of AI InfrastructureВидеоAI FeedbackВидеоQuantum ComputingВидеоLesson Quiz: Future of AI InfrastructureЗадание

Module 1 Graded Activities

Module Quiz: AI Infrastructure: Data and Compute NeedsЗадание
02Module 2: AI and Autonomy23 материалов

Module 2 Information

Module 2 OverviewЧтениеModule 2 ReadingsЧтение

Lesson 1: Autonomous Vehicles

Self-Driving VehiclesВидеоRegulatory and Safety Considerations ВидеоTransportation and LogisticsВидеоLesson Quiz: Autonomous VehiclesЗадание

Lesson 2: AI in Aviation and Space

AI in Pilot Assistance ВидеоAI in Air Traffic Control ВидеоAI in DronesВидеоLesson Quiz: AI in Aviation and SpaceЗадание

Lesson 3: AI in Maritime and Rail

AI in Autonomous Ships and Submersibles ВидеоAI in Smart Railways and SignalingВидеоAI in Safety and Logistical Challenges ВидеоLesson Quiz: AI in Maritime and RailЗадание

Lesson 4: Ethical and Social Implications

Human Trust and Acceptance with AIВидеоEthics of Machine Decisions ВидеоWorker ProtectionsВидеоLesson Quiz: Ethical and Social ImplicationsЗадание

Lesson 5: Future of Autonomy

AI-Driven AdvancementsВидеоNew Approaches and Models ВидеоNetworked AutonomyВидеоLesson Quiz: Future of AutonomyЗадание

Module 2 Graded Activities

Module Quiz: AI and AutonomyЗадание
03Module 3: AI and Robotics23 материалов

Module 3 Information

Module 3 OverviewЧтениеModule 3 ReadingsЧтение

Lesson 1: Robotics in Industry

AI and Robotics in ManufacturingВидеоAI and Robotics in Health CareВидеоAI and Robotics in Agriculture ВидеоLesson Quiz: Robotics in IndustryЗадание

Lesson 2: Service Robotics

AI and Robots in the Domestic and Personal SpaceВидеоAI and Robots in Retail and HospitalityВидеоAI and Robots in Office and FactoryВидеоLesson Quiz: Service RoboticsЗадание

Lesson 3: Hazardous Environments

AI and Robotics in Disaster Response ВидеоAI and Robotics in Marine EnvironmentsВидеоAI and Robotics in SpaceВидеоLesson Quiz: Hazardous EnvironmentsЗадание

Lesson 4: Ethical and Social Implications

Human-Robot Interactions ВидеоHuman-Robot Competition ВидеоGovernment Use and Misuse of AI and RoboticsВидеоLesson Quiz: Ethical and Social ImplicationsЗадание

Lesson 5: Future of Robotic Technology

AI-Driven Enhancements of RoboticsВидеоSensory and Cognitive Capabilities in Robotics ВидеоNetwork Intelligence in RoboticsВидеоLesson Quiz: Future of Robotic TechnologyЗадание

Module 3 Graded Activities

Module Quiz: AI and RoboticsЗадание
04Module 4: Business Applications of AI29 материалов

Module 4 Information

Module 4 OverviewЧтениеModule 4 ReadingsЧтение

Lesson 1: AI in Finance

AI-Powered Personalized Banking Services ВидеоAI-Driven Risk Assessment and ManagementВидеоAI-Driven Algorithmic Trading and Asset Allocation ВидеоLesson Quiz: AI in FinanceЗадание

Lesson 2: AI in Marketing and Sales

AI-Driven Customer Segmentation ВидеоAI-Driven Predictive Analytics for Sales ВидеоAI-Driven Customer ServiceВидеоLesson Quiz: AI in Marketing and SalesЗадание

Lesson 3: AI in Human Resources

AI-Driven Automated Recruitment and Onboarding ВидеоAI-Driven Employee Performance Analysis and CoachingВидеоAI-Driven Training and Development Programs ВидеоLesson Quiz: AI in Human ResourcesЗадание

Lesson 4: AI in Supply Chain Management

AI-Driven Predictive Logistics ВидеоAI-Driven Warehouse AutomationВидеоAI-Driven Supply Chain Optimization ВидеоLesson Quiz: AI in Supply Chain ManagementЗадание

Lesson 5: AI in Manufacturing

AI-Driven Demand Forecasting ВидеоAI-Driven Predictive MaintenanceВидеоAI-Driven On-Demand Employee TrainingВидеоLesson Quiz: AI in ManufacturingЗадание

Module 4 Graded Activities

Module Quiz: Business Applications of AIЗаданиеPeer-Review Assignment: Business Application of AIВзаимная проверка

Course Conclusion

Course ConclusionВидеоCongratulations on Completing the Course!ЧтениеGet Your Course CertificateЧтениеLearn on Your TermsВидеоHow Was the Course?PLUGIN