SD: Python 4 Data Science

Question 1

Data Science process

Answer 1

1. Observe Data
2. Generate Actionable Insights
3. Take Action

Question 2

5 Steps to go from Data to Insights

Answer 2

1. Aquire - Data Acquisition
2. Prepare - Data Preparation (explore, visualize, clean)
3. Analyze - Data Analysis (feature selection, model selection, analyze the result)
4. Report - Presentation /Reporting of Insights
5. Act - Then turn insights into Data-Driven Actions