Module 1: The Bedrock of AI
Master the foundations of AI implementation in underground coal mining operations. Learn how to identify, collect, and prepare coal mining data for successful AI initiatives that improve safety, efficiency, and productivity in your mine.
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Course Sections
Demystifying AI, ML, and Deep Learning
Understand the core concepts and hierarchical relationship between AI technologies
Understanding Your Data
Learn about different data types and their role as the fuel for AI systems
Data Collection in Underground Coal Mining
Explore methods and challenges of collecting data in underground coal operations
Data Quality and Preprocessing
Master the "Garbage In, Garbage Out" principle with hands-on coal mining data cleaning
Workshop: Mapping Our Coal Mining Data Landscape
Create a practical data map to guide your AI implementation in coal operations
Practical AI Tools for Today's Coal Mining Professional
Learn to use LLMs and prompt engineering for immediate productivity improvements
Achievements
First Steps
Complete your first quiz successfully
Data Explorer
Complete interactive activities
Module Master
Complete all sections in Module 1