Data Science Methodology: Apply the Framework in Real Projects
Completed by Siyana Pavlova
September 23, 2025
8 hours (approximately)
Siyana Pavlova's account is verified. Coursera certifies their successful completion of Data Science Methodology: Apply the Framework in Real Projects
What you will learn
Describe what a data science methodology is and why data scientists need a methodology.
Apply the six stages in the Cross-Industry Process for Data Mining (CRISP-DM) methodology to analyze a case study.
Evaluate which analytic model is appropriate among predictive, descriptive, and classification models used to analyze a case study.
Determine appropriate data sources for your data science analysis methodology.
Skills you will gain
- Category: Data Cleansing
- Category: Model Deployment
- Category: Data Collection
- Category: Data Manipulation
- Category: Data Preprocessing
- Category: Data Science
- Category: Business Analysis
- Category: Model Evaluation
- Category: Data Modeling
- Category: Data Analysis
- Category: Data Mining
