Data Science Foundations: Data Mining Course
This course introduces data mining fundamentals using real mining datasets, covering data ingestion, cleaning, exploratory analysis, visualization, association rules, clustering, feature engineering, validation, and basic model deployment to transform complex mining data into actionable insights for safety and operations.
from 4 to 360h flexible workload
certificate valid in your country
What will I learn?
Get the hang of data mining basics through a practical course using real mine datasets. You'll pick up skills in bringing in data, checking it, and tidying it up, then dive into exploratory analysis, charts, association rules, grouping, and sorting data. Create solid features, use strong checks, and grasp the simple steps for putting models to work, so you can quickly change tricky mine data into straightforward insights for safety and operations.
Elevify advantages
Develop skills
- Clean up mine data flows: check formats, sort out odd values, and fill in missing bits quickly.
- Spot danger trends: use association rules to find hidden factors affecting safety.
- Group mine activities: apply clustering to highlight risky, important areas.
- Develop safety sorters: train, adjust, and make clear models for predicting accidents.
- Design mine signals: build strong time-related, location-based, and work 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
FAQ
Who is Elevify? How does it work?
Do the courses have certificates?
Are the courses free?
What is the course workload?
What are the courses like?
How do the courses work?
What is the duration of the courses?
What is the cost or price of the courses?
What is an EAD or online course and how does it work?
PDF Course