Page 30 - Ai Robogenius

4. Which technology helps smart traffic lights adjust green light timing?

(i) GPS (ii) AI
� Statistical data is essential in any AI system as it helps uncover hidden and
unexpected insights. (iii) Sensor networks (iv) Cameras

� Companies and economists use statistical tools to analyse trends, forecast future outcomes and
minimise operations. B. Fill in the blanks using the given hints:

� AI-powered data analysis is now widely used in sports to track athlete performance, prevent 1. Statistics quantifies , aiding accurate decisions. Hints
injuries and improve strategy. Reports
� Statistical data backed by AI is transforming urban planning and development. 2. Cities like Delhi and use to forecast pollution and guide Data visualisation
policy.
� Data collection is the process of gathering information from various sources to gain insights, Beijing
make decisions or solve problems. 3. is the process of presenting data in a graphical or Uncertainity

� Data visualisation makes complex information more accessible and is widely used in fields pictorial format.
like business, science and education to support decision-making.
4. Secondary data is obtained from existing sources like books, websites,
or .

C. Write ‘T’ for true and ‘F’ for false.

1. Metrics like precision, recall and F1-score assess model performance.
robo check
2. AI in education cannot track student performance in real-time.
A. Tick ( ) the correct option.
3. Visual representation of statistical data makes it harder to understand.
1. Spot the correct impact of statistical data on healthcare.
4. YouTube recommendations are an example of statistical data helping
(i) Speeds up surgeries
AI predict user preferences.
(ii) Risk assessments and resource allocation

COMPETENCY-BASED QUESTIONS
(iii) Tracks emotions
1. While working on a city development project, Ishaan uses the data with an AI system to
(iv) Weather monitoring
analyse data on traffic, pollution and population growth. This helps his team decide where to

2. Choose the areas where companies use statistical tools for predictions. build new roads, schools and parks and also identifies flood-prone areas to improve safety
measures. Which type of data is being used here to support urban planning and sustainable
(i) Urban planning (ii) Environmental monitoring
city development?
(iii) Business and Economics (iv) Sports analysis 2. When Aarav feeds an AI program with hundreds of pictures of camels and giraffes, the system

studies their features to tell them apart. Later, when he watches videos online, the app starts
3. Identify the data that football teams track using AI.
suggesting new ones similar to what he has already seen. Which concept helps Artificial
(i) Salaries Intelligence analyse large amounts of numerical data, learn from it and make predictions
based on patterns?
(ii) Emotions

(iii) Social media

(iv) real-time heat maps, passing accuracy and possession

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