Data Analysis: Uncover Key Insights

Which of the following is a key characteristic of a well-defined problem?

• AIt has multiple solutions.
• BIt has a clear goal state.
• CIt lacks initial information.
• DThe path to the solution is ambiguous.

What is the primary purpose of using heuristics in problem-solving?

• ATo guarantee finding the optimal solution.
• BTo reduce the search space and find a 'good enough' solution quickly.
• CTo exhaustively search all possible solutions.
• DTo eliminate any possibility of making errors.

Which problem-solving bias involves relying too heavily on the first piece of information received when making decisions?

• AConfirmation bias
• BAvailability heuristic
• CAnchoring bias
• DRepresentativeness heuristic

In problem-solving, what does 'means-end analysis' typically involve?

• ADividing the problem into sub-problems and solving each sequentially.
• BRandomly trying different solutions until one works.
• CFocusing solely on the end goal without considering the current state.
• DComparing the current state to the goal state and reducing the difference.

What is the 'confirmation bias' in the context of problem-solving?

• AThe tendency to seek out information that confirms existing beliefs.
• BThe tendency to ignore new information.
• CThe tendency to make decisions based on emotions rather than facts.
• DThe tendency to remember only positive information.