What role does machine learning play in data analysis?
How does predictive analytics differ from descriptive analytics in data analysis?
What is the importance of data cleaning in data analysis?
How can data visualization be used in data analysis?
What are the different types of data analysis techniques?
What is the difference between qualitative and quantitative data analysis?
How do you choose the right data visualization method for a given dataset?
What are the most common tools and software used for data analysis?
How do you handle missing data in a dataset?
What are the key steps involved in the data analysis process?
