Ementorhub

Data Mining Foundations and Practice Specialization

Launch Your Career in Data Science. Master core data mining concepts, techniques, and hands-on skills.

Instructor: Qin (Christine) Lv

What you'll learn

Data mining pipeline: data understanding, preprocessing, warehousing

Data mining methods: frequent patterns, classification, clustering, outliers

Data mining project: project formulation, design, implementation, reporting

Skills you'll gain

Data Integration

Supervised Learning

Classification And Regression Tree (CART)

Data Warehousing

Data Processing

Data Modeling

Data Pipelines

Analytical Skills

Text Mining

Machine Learning Methods

Unstructured Data

Data Mining

Specialization - 3 course series

There are programming assignments that cover specific aspects of the data mining pipeline and methods. Furthermore, the Data Mining Project course provides step-by-step guidance and hands-on experience of formulating, designing, implementing, and reporting of a real-world data mining project.

Data Mining Methods

Data Mining Project