Question: I. How do you differentiate the following (i) data mining and data profiling, (ii) data warehouse and data like and (iii) data analysis and analytics?

I. How do you differentiate the following (i) data mining and data profiling, (ii) data warehouse and data like and (iii) data analysis and analytics?

II. What are the various steps and roles involved in a data analytics project? What tools you would recommend for each of these steps? What are the various best practices recommended by you for the data analytics project?

III. How do you define data visualization and dashboard tools? What according to you are the latest trends in this industry?

IV. Which industry do you work in? Can you think of business problems that can be solved using data analytics? What data you think will be required to solve those problems? V. What are the data related challenges in analytics?

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