Data Mining for Business Analytics & Data Analysis in Python

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$12.99 Coupon code for Data Mining for Business Analytics & Data Analysis in Python Udemy Course. This is an exclusive discount coupon from the course instructor, it will be active for few days. Check ENROLL NOW button to get a maximum discount. We manually verified coupon code on March 12th, 2024 .

Python for Data Analytics & Explainable Artificial Intelligence. Data Mining for Business Data Analytics & Intelligence.
Instructed by Diogo Alves de Resende 9 hours on-demand video, 2 articles & 9 downloadable resources

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.
  • 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

Who this course is for:

  • Professionals looking to learn Data Mining algorithms
  • Data Analysts starting to learn Data Mining techniques
  • Business Analysts looking to learn algorithms on how to uncover business insights
  • Any Python programmer who would like to learn Data Mining tools

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