Week 2 Flashcards
What is the statistical enquiry cycle?
Problem, Plan, Data, Analysis, Conclusion
What is part of the problem?
Define the problem and question and hypothesis
What is part of the plan?
Study design and Variables
What is part of data?
Collect and treat dataset
What is part of Analysis?
Exploratory data analysis (EDA), Modelling effort and Relating findings with context
What is part of Conclusion?
Answer the question, present results and insights and new questions may emerge
What is the data science process?
The data analysis process includes a set of activities that business analysists/data scientists perform to gather, prepare, analyse data and present the results/findings to business users.
What is the data science process cycle?
Business Understanding-Data Understanding-Data Preparation-Modelling-Evaluation-Deployment