Data Science Foundations: Data Mining Course
Master core data mining skills for tech: clean messy datasets, uncover patterns, build clustering and classification models, and turn mining-style operational data into clear, actionable insights that improve safety, efficiency, and decision-making.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
Master the essentials of data mining with a focused, hands-on course tailored to real operational datasets. Learn data ingestion, validation, and cleaning, then explore EDA, visualization, association rules, clustering, and classification. Build reliable features, apply robust evaluation, and understand deployment basics so you can turn complex data into clear, actionable safety and performance insights fast.
Elevify advantages
Develop skills
- Clean mining data pipelines: validate schemas, fix outliers, and impute gaps fast.
- 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 the 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 purchased the one-year package and finally have the opportunity to follow various topics of my interest without needing to change platforms... I thank you for everything you do, I've already recommended you to other people...

Giulio CarloDigital Marketing Student
I like how the lessons are 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 videos are presented and transcribed, which speeds up the process!

Luciana AlvarengaNail Design Student
The platform is fast, simple to use. The diversity of content and complementary videos help a lot with learning.

André FelipePrompt Engineering Student
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