Robotics & Artificial Intelligence
Data plays a very important role in the development and operation of AI. The performances and accuracy of AI models can be considerably impacted by the quantity, quality, and relevance of the data used. Why is data important in AI-based recommendation systems?
Answer
Data is important in AI-based recommendation systems because AI algorithms use large amounts of data to learn user preferences and behaviour. Recommendation systems analyse data such as user choices, past interactions, ratings, and browsing history to identify patterns. The quality, quantity, and relevance of data directly affect the performance and accuracy of the recommendations. Accurate and well-processed data helps the AI system generate personalised and meaningful recommendations, whereas poor or insufficient data can lead to incorrect or less useful suggestions.
Related Questions
Accountability in AI ethics tells about who is accountable or responsible for AI system's activities and repercussions, including their creators, operators, and organisations. To manage any harm caused by AI technology and guarantee accountability for decisions made by AI systems, clear guidelines of responsibilities and processes must be established. Accountability also includes continuous monitoring and optimisation of AI systems. Discuss the above issue with the 4W canvas.
a. Who is responsible for the activities and impacts of AI systems?
b. What should be established to ensure accountability in AI systems?
c. Why is continuous monitoring important in AI ethics?
d. How can harm caused by AI technology be managed?Write a function for checking the speed of drivers. This function should have one parameter: speed.
- If speed is less than 70, it should print "OK".
- Otherwise, for every 5 km above the speed limit (70), it should give the driver one demerit point. Calculate and print the total number of demerit points at the end. For example, if the speed is 80, it should print: "Demerit Points: 2".
- If the driver gets more than 12 demerit points, the function should print: "License suspended".
Draw the circuit diagram and write the truth table for the NOR gate.
Write a function that returns the sum of multiples of 3 and 5 between 0 and limit (parameter). For example, if the limit is 20, it should return the sum of 3, 5, 6, 9, 10, 12, 15, 18, 20.