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Data Science Methodology Final Project Introduction to CRISP-DM What is CRISP-DM? - an acronym for Cross-industry Standard Process for Data Mining (acronym : 앞글자만 딴 단어) - a structured approach to guide data-driven decision-making CRSIP-DM as a data methodology the CRISP-DM model includes: - data mining stages - data mining stage descriptions - explanations of the relationships between tasks and ..

Data Science Methodology From Modeling to Evaluation Modeling - Concepts From Modeling to Evaluation - Modeling : In what way can the data be visualized to get to the answer that is required? - Evaluation : Does the model used really answer the initial question or does it need to be adjusted? Data Modeling : Using Predictive or Descriptive? Data Modeling : Using training/test sets Understand the..

Tools for Data Science Data Science Tools Categories of Data Science Tools Data Science Categories - raw data must pass through Data Science categories : such as Data Management, Data Integration and Transformation, Data Visualization, Model Building, Model Deployment, Model Monitoring and Assessment - to do these tasks, data asset management and code asset management, execution environments, an..