Give your career the gift of Coursera Plus with $160 off, billed annually. Save today.

University of Colorado Boulder

Data Mining Pipeline

Qin (Christine) Lv

Instructor: Qin (Christine) Lv

8,385 already enrolled

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
3.7

(71 reviews)

Intermediate level

Recommended experience

Flexible schedule
Approx. 21 hours
Learn at your own pace
Build toward a degree
Gain insight into a topic and learn the fundamentals.
3.7

(71 reviews)

Intermediate level

Recommended experience

Flexible schedule
Approx. 21 hours
Learn at your own pace
Build toward a degree

What you'll learn

  • Identify the key components of the data mining pipeline and describe how they're related.

  • Identify particular challenges presented by each component of the data mining pipeline.

  • Apply techniques to address challenges in each component of the data mining pipeline.

Details to know

Shareable certificate

Add to your LinkedIn profile

Taught in English

See how employees at top companies are mastering in-demand skills

Placeholder

Build your subject-matter expertise

This course is part of the Data Mining Foundations and Practice Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

There are 4 modules in this course

This week provides you with an introduction to the Data Mining Specialization and this course, Data Mining Pipeline. As you begin, you will get introduced to the four views of data mining and the key components in the data mining pipeline.

What's included

8 videos3 readings2 peer reviews1 discussion prompt

This week covers data understanding by identifying key data properties and applying techniques to characterize different datasets.

What's included

6 videos1 programming assignment

This week explains why data preprocessing is needed and what techniques can be used to preprocess data.

What's included

6 videos1 programming assignment

This week covers the key characteristics of data warehousing and the techniques to support data warehousing.

What's included

4 videos1 programming assignment

Instructor

Instructor ratings
2.4 (19 ratings)
Qin (Christine) Lv
University of Colorado Boulder
3 Courses11,476 learners

Offered by

Recommended if you're interested in Data Analysis

Build toward a degree

This course is part of the following degree program(s) offered by University of Colorado Boulder. If you are admitted and enroll, your completed coursework may count toward your degree learning and your progress can transfer with you.¹

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

Showing 3 of 71

3.7

71 reviews

  • 5 stars

    56.33%

  • 4 stars

    8.45%

  • 3 stars

    7.04%

  • 2 stars

    5.63%

  • 1 star

    22.53%

JG
5

Reviewed on Oct 1, 2023

New to Data Analysis? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions