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
As suas aulas são perfeitas. Adquiri o pacote de um ano e, finalmente, tenho a oportunidade de acompanhar diversos temas do meu interesse sem precisar mudar de plataforma... agradeço por tudo o que fazem, já recomendei vocês a outras pessoas...
Giulio CarloAluno de Marketing Digital
Eu gosto de como as lições são direto ao ponto e como eu consigo alterar capítulos e pular conteúdos que não preciso.
Mariana FerresAluna de Fotografia
Gosto do conteúdo e do modo de apresentação e transcrição de vídeos, o que acelera o processo!
Luciana AlvarengaAluna de Design de Unhas
A plataforma é rápida, simples de usar. A diversidade de conteúdo e os vídeos complementares ajudam muito no aprendizado.
Giulio CarloAluno de Engenharia de Prompt
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