AI+ Mining Practitioner™
Formerly known as AI+ Mining™
Unlock the potential of AI in Mining to optimize exploration, improve resource management, and automate operations.
Unlock the potential of AI in Mining to optimize exploration, improve resource management, and automate operations.
- Powering the Next Era of Mining with AI: Smarter, Safer, and Sustainable Operations
- Beginner-Friendly Course: Perfect introduction to explore how AI transforms modern mining practices
- Foundational Learning: Explains AI-driven exploration, automation, data analysis, and safety innovations
- No Technical Background Needed: Open to anyone eager to understand the role of technology in mining
Módulos
- Module 1: Introduction to AI in Mining:
- 1.1 Overview of AI, ML & Deep Learning in Mining
- 1.2 Use Cases
- 1.3 Activity
- Module 2: Machine Learning & Deep Learning for Mining:
- 2.1 Introduction to ML & Deep Learning
- 2.2 Use Cases
- 2.3 Case Study
- 2.4 Hands-On Exercise
- 2.5 Activity
- Module 3: AI in Mineral Exploration & Resource Modeling:
- 3.1 AI for Smart Exploration & Orebody Modeling
- 3.2 Use-Cases
- 3.3 Case Study
- 3.4 Hands-on Exercises
- 3.5 Activity
- Module 4: AI for Equipment Automation & Fleet Optimization:
- 4.1 AI in Autonomous Vehicles & Robotics
- 4.2 Use Cases
- 4.3 Case Study
- 4.4 Hands-On Exercise
- 4.5 Activity
- Module 5: AI in Predictive Maintenance & Asset Management:
- 5.1 AI in Equipment Health Monitoring
- 5.2 Use Cases
- 5.3 Case Study
- 5.4 Hands-On Exercise
- 5.5 Activity
- Module 6: AI for Environmental Compliance & Sustainability:
- 6.1 AI-Powered Environmental Monitoring
- 6.2 Use Cases
- 6.3 Case Study
- 6.4 Hands-On Exercises
- 6.5 Activity: Group Exercise
- Module 7: AI for Workforce Transformation & Ethical AI:
- 7.1 Ethical AI, Workforce Augmentation & AI Regulations
- 7.2 Use Cases
- 7.3 Case Study
- 7.4 Hands-On Exercises
- Module 8: AI in Mining Strategy & Implementation:
- 8.1 AI-Driven Decision-Making in Mining
- 8.2 Use Cases
- 8.3 Case Study
Herramientas de IA
- TensorFlow
- Keras
- Hadoop
- Python
- Tableau
- Matplotlib
- SQL
- Apache Spark
- Predictive Maintenance Software
- Mining Simulation Tools
- Computer Vision Tools
- IoT Integration Platforms
- Accela Civic Platform