Data Science Foundations: Data Mining Course
This course introduces foundational data science techniques applied to mining operations, focusing on data mining to enhance safety and performance through practical analysis and modeling.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
Master the key principles of data mining through a practical course using real operational data from mining. Learn to ingest, validate, and clean data, then dive into exploratory data analysis, visualisation, association rules, clustering, and classification. Develop solid features, use strong evaluation methods, and grasp basic deployment to quickly transform complex data into straightforward insights for safety and performance in mining operations.
Elevify advantages
Develop skills
- Clean mining data pipelines: validate schemas, fix outliers, and impute gaps quickly.
- Discover risk patterns: apply association rules to uncover hidden safety drivers.
- Segment mine operations: use clustering to flag high-risk, high-impact sites.
- Build safety classifiers: train, tune, and explain models for incident prediction.
- Engineer mining features: create robust time-based, spatial, and operational signals.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
Your classes are perfect. I got the one-year package and finally have the chance to follow several topics I'm interested in without having to switch platforms... thank you for everything you do, I've already recommended you to others...

Giulio CarloDigital Marketing Student
I like how the lessons get straight to the point and how I can switch chapters and skip content I don't need.

Mariana FerresPhotography Student
I like the content and the way the videos are presented and transcribed, which speeds up the process!

Luciana AlvarengaNail Design Student
The platform is fast and easy to use. The variety of content and the extra videos really help with learning.

Giulio CarloPrompt Engineering Student
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