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AI for Mining · LearnSpace
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AI for Mining

Курс от AI CERTs
Начальный≈ 31.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Mining companies today face growing pressure to reduce downtime, improve production efficiency, strengthen worker safety, and maximize resource utilization. The AI for Mining Certification is a beginner-friendly, hands-on course that helps mining professionals apply artificial intelligence to exploration, equipment monitoring, production planning, and operational decision-making without requiring coding skills. This certification is built around real mining workflows, including mineral exploration, equipment maintenance, production forecasting, and site safety management. You will learn how AI-powered systems help mining teams predict equipment issues earlier, improve workflow visibility, and make faster data-driven decisions across operations. Each module combines practical instruction with real-world mining scenarios, helping you analyze production data, streamline workflows, and strengthen operational planning. By the end of the course, you will be able to reduce downtime, improve resource allocation, strengthen site safety, and support more efficient mining operations using practical AI tools. Enroll to gain recognized certification and build practical AI-driven mining skills that improve operational efficiency, predictive maintenance, production planning, and workplace safety across modern mining environments.

Навыки, которые вы освоите

Applied Machine LearningDecision Intelligence

Программа курса

8 модулей · 88 учебных материалов

01Module 01: Introduction to AI in Mining12 материалов
Navigation VideoВидеоCourse IntroductionВидеоEbook: Module 1: Introduction to AI in MiningPLUGINAudio Book: Module 1: Introduction to AI in MiningВидео

Учитесь у экспертов

AI CERTs Team

Преподаватель курса

AI for Mining
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 31.6 ч

8 модулей

Язык: Английский

Субтитры: Венгерский

Часть программы вашего университета
Podcast: Module 1: Introduction to AI in MiningВидео
1.1 Overview of Artificial Intelligence, Machine Learning, and Deep Learning in MiningВидео
1.2 How AI Learns from Data Mining and Makes PredictionsВидео
1.3 AI-Powered Automation vs. Traditional Automation in MiningВидео
1.4 Use CasesВидео
1.5 Case Study: AI in Exploration – KoBold Metals' AI-Driven Rare Earth Element DiscoveryВидео
Activity: Case StudyPLUGIN
Quiz 1Задание
02Module 02: Machine Learning and Deep Learning for Mining9 материалов
Ebook: Module 2: Machine Learning & Deep Learning for Mining PLUGINAudio Book: Module 2: Machine Learning & Deep Learning for Mining ВидеоPodcast: Module 2: Machine Learning & Deep Learning for Mining Видео2.1 Introduction to Machine Learning and Deep LearningВидео2.2 Key ML and DL Techniques used in MiningВидео2.3 Use CasesВидео2.4 Case StudyВидеоActivity: AccordionPLUGINQuiz 2Задание
03Module 03: AI in Mineral Exploration and Resource Modeling12 материалов
Ebook: Module 03: AI in Mineral Exploration and Resource ModelingPLUGINAudio Book: Module 03: AI in Mineral Exploration and Resource ModelingВидеоPodcast: Module 03: AI in Mineral Exploration and Resource ModelingВидео3.1 AI for Smart Exploration and Orebody ModelingВидео3.2 AI-Powered Geophysical and Geochemical Data Analysis for Deposit IdentificationВидео3.3 How Machine Learning Improves Mineral Prediction AccuracyВидео3.4 AI-Driven Geostatistical Modeling and Anomaly Detection for New DepositsВидео3.5 AI in 3D Orebody ModelingВидео3.6 Use CasesВидео3.7 Case StudyВидеоActivity: Problem StatementPLUGINQuiz 3Задание
04Module 04: AI for Equipment Automation and Fleet Optimization11 материалов
Ebook: Module 04: AI for Equipment Automation and Fleet OptimizationPLUGINAudio Book: Module 04: AI for Equipment Automation and Fleet OptimizationВидеоPodcast: Module 04: AI for Equipment Automation and Fleet OptimizationВидео4.1 AI in Autonomous Vehicles and RoboticsВидео4.2 AI-Powered Decision-Making for Fleet Dispatch and Haulage OptimizationВидео4.3 AI in Robotic Excavation, Drilling, and Material TransportationВидео4.4 AI in Underground Mining Automation for Safety and EfficiencyВидео4.5 Use CasesВидео4.6 Case StudyВидеоActivity: Drag-and-dropPLUGINQuiz 4Задание
05Module 05: AI in Predictive Maintenance and Asset Management10 материалов
Ebook: Module 05: AI in Predictive Maintenance and Asset ManagementPLUGINAudio Book: Module 05: AI in Predictive Maintenance and Asset ManagementВидеоPodcast: Module 05: AI in Predictive Maintenance and Asset ManagementВидео5.1 AI-Powered Predictive Maintenance in Mining: Leveraging IoT and Machine LearningВидео5.2 AI for Enhanced Equipment Reliability: Monitoring and Reducing Downtime in Heavy MachineryВидео5.3 AI-Powered Predictive Maintenance: Anglo American Case StudyВидео5.4 Predictive Maintenance for Mining Fleet: AI-Driven Wear Prediction for Haul TrucksВидео5.5 Case Study: AI in Predictive Equipment Failure - Reducing Unplanned Downtime in Mining OperationsВидеоActivity: ScenarioPLUGINQuiz 5Задание
06Module 06: AI for Environmental Compliance and Sustainability11 материалов
Ebook: Module 06: AI for Environmental Compliance and SustainabilityPLUGINAudio Book: Module 06: AI for Environmental Compliance and SustainabilityВидеоPodcast: Module 06: AI for Environmental Compliance and SustainabilityВидео6.1 AI in Real-Time Air Quality MonitoringВидео6.2 AI for Water Resource Management MonitoringВидео6.3 AI in Soil Contamination Analysis Видео6.4 AI in Emission ReductionВидео6.5 Use CasesВидео6.6 Case Study: AI-Driven Sustainability at Rio TintoВидеоActivity: TabPLUGINQuiz 6Задание
07Module 07: AI for Workforce Transformation and Ethical AI11 материалов
Ebook: Module 07: AI for Workforce Transformation and Ethical AIPLUGINAudio Book: Module 07: AI for Workforce Transformation and Ethical AIВидеоPodcast: Module 07: AI for Workforce Transformation and Ethical AIВидео7.1 AI-driven workforce augmentation and ethical considerations in AI adoptionВидео7.2 AI and Workforce ReskillingВидео7.3 Fair AI in MiningВидео7.4 AI in Augmented Reality (AR) and Virtual Reality (VR)Видео7.5 Use CasesВидео7.6 Case Study: How Anglo-American Uses AI for Workforce ReskillingВидеоActivity: True/FalsePLUGINQuiz 7Задание
08Module 08: AI in Mining Strategy and Implementation12 материалов
Ebook: Module 08: AI in Mining Strategy and ImplementationPLUGINAudio Book: Module 08: AI in Mining Strategy and ImplementationВидеоPodcast: Module 08: AI in Mining Strategy and ImplementationВидео8.1 AI’s Role in High-level Strategic Decision-MakingВидео8.2 How AI Improves Production ForecastingВидео8.3 AI in Mining Finance and Risk ManagementВидео8.4 AI for Regulatory Compliance and Legal Risk Assessment in MiningВидео8.5 Use CasesВидео8.6 Case Study: Vale's AI-Driven Supply Chain Optimization StrategyВидеоCourse SummaryВидеоActivity: CarouselPLUGINQuiz 8Задание