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CRISP-DM

A structured, end-to-end approach to data mining.

9 parts

  1. 01Data Preparation in CRISP-DM: Exploring Imputation TechniquesData Mastery Series — Episode 5: Missing Data and Imputation17 Feb 2023
  2. 02CRISP-DM: Business Understanding as the Foundation of Data MiningData Mastery Series — Episode 2: Busines Understanding27 Jan 2023
  3. 03A Guide to Sampling Techniques: CRISP-DM Data PreparationData Mastery Series — Episode 7: Data Sampling3 Mar 2023
  4. 04CRISP-DM: Transforming Data for Accurate InsightsData Mastery Series — Episode 4: Data Preparation11 Feb 2023
  5. 05The Ultimate Guide to Handling Class Imbalance with 11 Techniques: CRISP-DM Data PreparationData Mastery Series — Episode 9: Imbalance Handling18 Mar 2023
  6. 06Exploring Popular Normalization Techniques: CRISP-DM Data PreparationData Mastery Series — Episode 8: Normalization Techniques12 Mar 2023
  7. 07CRISP-DM: The Art of Data UnderstandingData Mastery Series — Episode 3: Data Understanding2 Feb 2023
  8. 08Improving Data Quality with Outlier Detection Techniques: A CRISP-DM Approach to Data PreparationData Mastery Series — Episode 6: Outlier Detection23 Feb 2023
  9. 09CRISP-DM A structured approach to data-driven decision makingData Mastery Series — Episode 1: CRISP-DM17 Jan 2023