Data Science Foundations: Data Mining Course
This course provides hands-on experience in data mining using real mining operational data, covering data ingestion, cleaning, exploratory analysis, association rules, clustering, feature engineering, model validation, and basic deployment to derive actionable insights for safety and performance improvement.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
Master the key aspects of data mining through a practical course using real operational data from mining. Learn how to take in data, check it, and clean it up, then dive into exploratory data analysis, charts, association rules, grouping, and sorting. Create strong features, use solid checks, and grasp basic deployment to quickly change complex data into simple, useful insights for safety and performance.
Elevify advantages
Develop skills
- Clean mining data flows: check structures, sort out odd values, and fill missing parts quickly.
- Find risk patterns: use association rules to reveal hidden factors affecting safety.
- Group mine activities: apply clustering to identify high-risk, high-effect areas.
- Develop safety sorters: train, adjust, and explain models to predict incidents.
- Design mining features: build strong signals based on time, location, and operations.
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 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 change 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
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