What is a potential risk of relying solely on historical data in sensing market opportunities?  A. Missing out on emerging trends  B. Enhanced adaptability to market changes  C. Improved understanding of consumer behavior  D. Increased customer loyalt

Explain the effectiveness of different techniques for sensing market opportunities, such as trend analysis, customer feedback mechanisms, and competitor analysis, in terms of their ability to identify latent needs and anticipate future demand shifts across diverse industry sectors.

Question 5What type of analytics would be most suitable for anticipating customer preferences based on historical purchase data?1 pointDescriptive ModelingClassification ModelingStatistical ModelingPredictive Modeli

Consider the company, service, or product you chose in this reflection:How could it use data to improve customer experience?What kinds of data would it need to collect? How could insights from that data solve a problem?

Using historical data to make informed decisions about how things may be in the future is an example of making predictions.1 pointTrueFalse

One of the disadvantages of the market approach is that the data that is real and publicSelect one:TrueFalse