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Data Science Foundations

Data Mining

This course is a part of Become a Data Scientist, a 8-course Learning Path series from LinkedIn Learning.

All data science begins with good data. Data mining is a framework for collecting, searching, and filtering raw data in a systematic matter, ensuring you have clean data from the start. It also helps you parse large data sets, and get at the most meaningful, useful information. This course,

Contents:

  • Introduction
  • 1. Preliminaries
  • 2. Data Reduction
  • 3. Clustering
  • 4. Classification
  • 5. Anomaly Detection
  • 6. Association Analysis
  • 7. Regression Analysis
  • 8. Sequential Patterns
  • 9. Text Mining
  • Conclusion
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LinkedIn Learning

Rating Not enough ratings
Length 4h 40m
Starts On Demand (Start anytime)
Cost $29/month (Access to entire library- free trial available)
From LinkedIn Learning
Instructor Barton Poulson
Download Videos Only via the LinkedIn Learning mobile app
Language English
Subjects Data Science Business IT & Networking
Tags Data Analysis Business IT Business Intelligence Big Data Data Mining Web Analytics

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LinkedIn Learning

Rating Not enough ratings
Length 4h 40m
Starts On Demand (Start anytime)
Cost $29/month (Access to entire library- free trial available)
From LinkedIn Learning
Instructor Barton Poulson
Download Videos Only via the LinkedIn Learning mobile app
Language English
Subjects Data Science Business IT & Networking
Tags Data Analysis Business IT Business Intelligence Big Data Data Mining Web Analytics

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