Data Science Foundations: Data Mining Course
This course introduces data mining techniques applied to real mining data, covering data ingestion, cleaning, exploration, visualization, association rules, clustering, classification, feature engineering, model validation, and deployment for safety and performance insights.
from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
Get the hang of data mining with a practical course using real mining data. Learn how to bring in data, check it, and clean it up, then dive into exploring data, making charts, finding connections, grouping things, and sorting them. Make strong features, test them well, and get the basics of putting models to work so you can quickly turn tricky data into simple insights for safety and performance.
Elevify advantages
Develop skills
- Clean up mining data flows: check the setup, sort out odd bits, and fill in missing parts quick.
- Spot danger signs: use connection rules to find hidden things causing safety issues.
- Group mining work: apply clustering to mark high-risk spots that matter most.
- Create safety sorters: train, adjust, and make clear models to predict accidents.
- Build mining signals: make strong ones based on time, place, and daily 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 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.
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