A firm's management uses regression analysis to predict future sales based on historical data. What type of financial analytics technique is this?

• Descriptive analytics

• Diagnostic analytics

• Predictive analytics

• Prescriptive analytics

Bright Electronics aims to conduct customer segmentation analysis to improve its marketingefforts. Which statistical technique is most appropriate for identifying distinct groups of customers based on purchasing behaviour, demographics, and preferences?

• Linear regression

• Kmeans clustering

• Principal component analysis

• Logistic regression

Which si least likely to be an example of unstructured data ?

• Email

• Spreadsheet

• WhatsApp chat

• Tweets

Given the competitive landscape of the Indian market for organic skincare products, which of the following strategic advantages does setting up a local manufacturing unit provide that importing products does not?

• Faster initial market entry

• Lower initial capital expenditure

• Enhanced brand perception as a local producer

• Higher quality control standards

A company is evaluating the final performance of a new business unit.What is the primary consideration for the company in deciding whether to continue operating the business unit?

• Profitability

• Cash flow

• Revenue growth

• Return on investment

Primary object of a business alanyst is to help businesses implement:_____

• Business systems

• Business solution

• Technology systems

• Technology solutions

A major competitor has just launched a disruptive new product that is capturing significant market share. As the business analyst, what is your firststep in developing a strategic response?

• Conduct a SWOT analysis to identify the company's competitive advantages

• Benchmark the competitor's productand pricing against the company's offerings

• Gather customers feedback to understand the appeal of competitor product

• Propose a rapid product development

  cycle to match the competitor's features

In business analytics what does ETL stands for ?

• Extract, transform, load

• Evaluate, test, learn

• Ehance, translate, leverage

• Execute, trach, log

EcoHome Products, a company specialising i.e eco-friendly home goods, is looking to expand its product line to include sustainable kitchen appliances.They need to consider factors such as product design, manufacturing costs, target market, and environmental impact. They are debating between using recycled materials and new, innovative eco-friedly materials for their products. What is a potenal drawback of using new, innovative eco-friendy materials instead of recycled materials?

• Increased market competition

• Higher manufacturing cost

• Refuced product lifespan

• Complicated supply chain

Mrs. Feriha company's financial statements show a significant decrease in cash flow. What could be the possible reasonsofor this trend?

• Decrease in accounts receivable

• Increase ni accounts receivable

• Decrease in accounts payable

• Increase in accounts payable