Data Mining for Business Analytics & Data Analysis in Python
Python for Data Analytics & Explainable Artificial Intelligence. Data Mining for Business Data Analytics & Intelligence.
4.68 (363 reviews)
3 986
students
9 hours
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May 2025
last update
$79.99
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What you will learn
Identify the value of data mining for quickly analyzing and interpreting data.
Apply data mining algorithms using Python programming language for Business Analytics.
Explain the principles behind various data mining algorithms, including supervised and unsupervised machine learning, and explainable AI
Explain the results of data mining models using explainable artificial intelligence models: LIME and SHAP.
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.
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udemy ID
27/12/2020
course created date
31/03/2021
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