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AI+ Mining™
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Introduction
Course Introduction
Audio Book: Introduction - AI+ Mining
Module 1: Introduction to AI in Mining
Module 1: Introduction to AI in Mining
Audio Book: Introduction to AI in Mining
Podcast: Introduction to AI in Mining
1.1 Overview of Artificia Intelligence, Machine Learning, and Deep Learning in Mining
1.2 How AI Learns from Data Mining and Makes Predictions
1.3 AI-Powered Automation vs. Traditional Automation in Mining
1.4 Use Cases
1.5 Case Study: AI in Exploration – KoBold Metals' AI-Driven Rare Earth Element Discovery
Activity: Case Study
Quiz
Hands - On
Module 2: Machine Learning & Deep Learning for Mining
Module 2: Machine Learning & Deep Learning for Mining
Audio Book: Machine Learning & Deep Learning for Mining
Podcast: Machine Learning & Deep Learning for Mining
2.1 Introduction to Machine Learning and Deep Learning
2.2 Key ML and DL Techniques used in Mining
2.3 Use Cases
2.4 Case Study
Activity: Accordion
Quiz
Hands - On 1
Hands - On 2
Module 3: AI in Mineral Exploration & Resource Modeling
Module 3: AI in Mineral Exploration & Resource Modeling
Audio Book: AI in Mineral Exploration & Resource Modeling
Podcast: AI in Mineral Exploration & Resource Modeling
3.1 AI for Smart Exploration and Orebody Modeling
3.2 AI-Powered Geophysical and Geochemical Data Analysis for Deposit Identification
3.3 How Machine Learning Improves Mineral Prediction Accuracy
3.4 AI-Driven Geostatistical Modeling and Anomaly Detection for New Deposits
3.5 AI in 3D Orebody Modeling
3.6 Use Cases
3.7 Case Study
Activity: Problem Statement
Quiz
Hands - On
Module 4: AI for Equipment Automation & Fleet Optimization
Module 4: AI for Equipment Automation & Fleet Optimization
Audio Book: AI for Equipment Automation & Fleet Optimization
Podcast: AI for Equipment Automation & Fleet Optimization
4.1 AI in Autonomous Vehicles and Robotics
4.2 AI-Powered Decision-Making for Fleet Dispatch and Haulage Optimization
4.3 AI in Robotic Excavation, Drilling, and Material Transportation
4.4 AI in Underground Mining Automation for Safety and Efficiency
4.5 Use Cases
4.6 Case Study
Activity: Drag-and-drop
Quiz
Hands - On
Module 5: AI in Predictive Maintenance & Asset Management
Module 5: AI in Predictive Maintenance & Asset Management
Audio Book: AI in Predictive Maintenance & Asset Management
Podcast: AI in Predictive Maintenance & Asset Management
5.1 AI-Powered Predictive Maintenance in Mining: Leveraging IoT and Machine Learning
5.2 AI for Enhanced Equipment Reliability: Monitoring and Reducing Downtime in Heavy Machinery
5.3 AI-Powered Predictive Maintenance: Anglo American Case Study
5.4 Predictive Maintenance for Mining Fleet: AI-Driven Wear Prediction for Haul Trucks
5.5 Case Study: AI in Predictive Equipment Failure - Reducing Unplanned Downtime in Mining Operations
Activity: Scenario
Quiz
Hands - On
Module 6: AI for Environmental Compliance & Sustainability
Module 6: AI for Environmental Compliance & Sustainability
Audio Book: AI for Environmental Compliance & Sustainability
Podcast: AI for Environmental Compliance & Sustainability
6.1 AI in Real-Time Air Quality Monitoring
6.2 AI for Water Resource Management Monitoring
6.3 AI in Soil Contamination Analysis
6.4 AI in Emission Reduction
6.5 Use Cases
6.6 Case Study: AI-Driven Sustainability at Rio Tinto
Activity: Tab
Quiz
Hands - On
Module 7: AI for Workforce Transformation & Ethical AI
Module 7: AI for Workforce Transformation & Ethical AI
Audio Book: AI for Workforce Transformation & Ethical AI
Podcast: AI for Workforce Transformation & Ethical AI
7.1 AI-driven workforce augmentation and ethical considerations in AI adoption
7.2 AI and Workforce Reskilling
7.3 Fair AI in Mining
7.4 AI in Augmented Reality (AR) and Virtual Reality (VR)
7.5 Use Cases
7.6 Case Study: How Anglo-American Uses AI for Workforce Reskilling
Activity: True/False
Quiz
Hands - On 1
Hands - On 2
Module 8: AI in Mining Strategy & Implementation
Module 8: AI in Mining Strategy & Implementation
Audio Book: AI in Mining Strategy & Implementation
Podcast: AI in Mining Strategy & Implementation
8.1 AI’s Role in High-level Strategic Decision-Making
8.2 How AI Improves Production Forecasting
8.3 AI in Mining Finance and Risk Management
8.4 AI for Regulatory Compliance and Legal Risk Assessment in Mining
8.5 Use Cases
8.6 Case Study: Vale's AI-Driven Supply Chain Optimization Strategy
Activity: Carousel
Quiz
Course Summary
Course Summary
Resources
AI+ Mining Blueprint
AI+ Mining Detailed Curriculum
AI+ Mining Tools
AI+ Mining Resources and References
AI CERTs Exam Guidelines
AI CERTs Exam Guidelines
AI+ Mining Examination
AI+ Mining Examination
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