- work through the data mining pipeline
- data mining project design and implementation
- apply and evaluate data mining methods
- Data Pre-Processing
- Data Warehousing
- data understanding
- data mining pipeline
- outlier analysis
- model evaluation
- frequent pattern analysis
Data Mining Foundations and Practice Specialization
Launch Your Career in Data Science. Master core data mining concepts, techniques, and hands-on skills.
What you will learn
Data mining pipeline: data understanding, preprocessing, warehousing
Data mining methods: frequent patterns, classification, clustering, outliers
Data mining project: project formulation, design, implementation, reporting
By the end of this course, you will be able to identify the key components of the data mining pipeline and describe how they're related.
Skills you will gain
About this Specialization
Applied Learning Project
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.
How the Specialization Works
A Coursera Specialization is a series of courses that helps you master a skill. To begin, enroll in the Specialization directly, or review its courses and choose the one you'd like to start with. When you subscribe to a course that is part of a Specialization, you’re automatically subscribed to the full Specialization. It’s okay to complete just one course — you can pause your learning or end your subscription at any time. Visit your learner dashboard to track your course enrollments and your progress.
Every Specialization includes a hands-on project. You'll need to successfully finish the project(s) to complete the Specialization and earn your certificate. If the Specialization includes a separate course for the hands-on project, you'll need to finish each of the other courses before you can start it.
Earn a Certificate
When you finish every course and complete the hands-on project, you'll earn a Certificate that you can share with prospective employers and your professional network.
There are 3 Courses in this Specialization
Start working towards your Master's degree
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