Data Modeling & Mining Course
Data Modeling and Mining provides you with an opportunity to learn about data mining methods and applications. In this course, you will learn basic concepts and tools for data mining, including data sources, data cleaning tools, methods, mainstream algorithms for data mining, statistical modeling, and popular tools for mining structured data and unstructured data. You will also learn how data mining can be effectively used in various application areas and industries to drive decisions and actions. Additionally, you will be provided with various opportunities to demonstrate your abilities in data modeling and mining by using the tools introduced in this course.
max. 8 weeks
Estimated time per week
Data Modeling & Mining Course Overview
Illustrate an understanding of the fundamental principles of data modeling and data mining.
Implement the data preprocessing and cleaning techniques
Articulate data preparation, refining, and optimization techniques
Examine extraction and partnering techniques applied to the data for decision making
Defend the validation of data model metrics
Present the results succinctly to the decision-makers, highlighting ethical considerations
Data Modeling & Mining Course Skills
How will I learn?
How will I be graded?
What will I get after completing the course?
What support will I receive?
When you have a dedicated team on your side, you'll never be alone studying at Nexford. Hailing from many different countries and with online education expertise, our faculty provides you world-class support. Ask them questions during one-to-one office hours or live chat, email them any time, and get individual feedback on your assessments.
While you’re learning, you’ll also have full access to the Nexford online library, which includes access to millions of full-text articles, industry reports and key sources such as the Wall Street Journal, the Financial Times and The Economist.
LinkedIn Learning: unlimited access with Nexford
Support your Nexford goals with access to LinkedIn Learning during your program, at no additional cost. Explore the learning hub of the globe’s biggest professional networking platform to:
- Power your career: choose from over 16,000 expert-led courses, from remote working to data science
- Show off your skills: earn a certificate when you complete a course
- See what’s trending: LinkedIn Learning adds 25 new courses each week
- Tailor your learning: choose relevant courses based on your experience, LinkedIn profile and goals
- Test what you’ve learned: use LinkedIn Learning assessments
Data Modeling & Mining Course Testimonials
My weekly reflective journal is my Nexford highlight. Thanks to faculty support, I continually apply principles to my enterprise – and I've been able to scale beyond considerable measure.