Data Mining For Business Analytics & Data Analysis In Python

Data Mining For Business Analytics & Data Analysis In Python
Last updated 9/2024
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz

What you’ll learn
Identify the value of data mining for quickly analyzing and interpreting data.
Apply data mining algorithms using Python programming language for Business Analytics.
Practice applying data mining techniques through hands-on exercises and case studies.
Implement cluster analysis, dimension reduction, and association rule learning using Python.
Perform survival analysis, Cox proportional hazard regression, and CHAID using Python.
Use random forest and feature selection to improve the accuracy of data mining models.
Develop a portfolio of data mining projects for Business Data Analytics and Intelligence.
Use data mining techniques to inform business decisions and strategies.

Requirements
Statistics – Linear and Logistic Regression
Basic Python

Description
Who this course is for:
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