Click here    Mind Map -- Maths for AI

Video Link - Maths for AI




Topic covered
Identify the type of Events

            Chapter Summary Notes.   Click Below








Unit-3 Maths for AI



Test your Knowledge
Chapter based MCQ's
Click below

         

Set 1- Importance 0f math for AI ~~ MCQ's Test

         

Set 2- Statistics in Real Life ~~ MCQ's Test

         

Set 3- Probability in real Life ~~ MCQ's Test

Chapter based Question and Answer.

Click Below

Question With Answer of Math for AI

Competency based Questions -- Math for AI

1.What tool/competency will the Heya use for understanding the users’ inputs and commands ? .
  1. Multidimensional space.
  2. Probability.
  3. Finding linguistic patterns.
  4. Summarising data.
Show Answer

Answer - c Finding linguistic patterns.


2.Heya keeps track of earlier tests taken by students and gives them their summarised performance. Which of the following tools help it to do this? .
  1. Linear Algebra .
  2. Statistics .
  3. Probability.
  4. Calculus .
Show Answer

(b) Statistics.


3.Heya identifies a pattern of performance from the students’ past test taken. What does this demonstrate?.
  1. Eliminating uncertainty.
  2. Finding trend.
  3. Recognizing patterns.
  4. Process optimisation .
Show Answer

Answer - (c)Recognizing patterns.


4.Group B’s tool can identify human figures in images. It can even work with somewhat blurred images. Which of the following tools help it identify the human figure image from the possible shapes it identified?.
  1. Linear Algebra
  2. Statistics
  3. Probability
  4. Calculus
Show Answer

(a) Linear Algebra.


5.Group B’s tool was used with a robot so that if it sees a human, it raises hand to greet. Which of the following, in your opinion, is the most prominent feature(s) used in it?
  1. Linear Algebra
  2. Statistics
  3. Probability
  4. Calculus
Show Answer

(c) Probability.


6.1. In the field of healthcare, Statistics plays role in assessing the extent of diseases and their outbreak, for example
  1. To predict the spread of diseases
  2. Assess the effectiveness of treatments
  3. To identify the risk factors
  4. All of these
Show Answer

(d) All of these.


7.Sports analysts use statistics to analyze players’ performance. Which of the following is not a use of statistics in sports?
  1. Identify key performance indicators
  2. Comparing results and selecting patterns
  3. Giving analytics about player performance
  4. Giving analytics about disease presence
Show Answer

(d)Giving analytics about disease presence.


8.In disaster management,how do emergency responders use statistics to plan recue operations?
  1. Analyse data on population density
  2. Analyse infrastructure vulnerabilities
  3. Assess the exent of damage
  4. All of these
Show Answer

(d) All of these.


9.Meteorologists use statistical tools to study atmosphere. They use statistical models to issue weather forecasts. Which of the following is not true with respect to this?
  1. Identify patterns & trends in temperature, precipitation,and atmospheric pressure.
  2. Print weather reports from saved copies
  3. Develop mathematical models that simulate the behaviour of the atmosphere
  4. Predict future weather conditions & patterns days or evenweeks in advance
Show Answer

(b) Print weather reports from saved copies.


10.A basketball player has been successful in scoring free throws in 80 out of 100 attempts. Based on this performance, a coach is predicting the player's performance in the next game.
  1. 0.2.
  2. 0.5
  3. 0.8
  4. 1.0
Show Answer

(c)0.8


11.A weather forecasting model predicts a 60% chance of rain tomorrow based on current weather patterns and historical data.
What does a 60% chance of rain mean?
  1. It will definitely rain tomorrow.
  2. There is no chance of rain tomorrow
  3. It is more likely to rain than not to rain tomorrow
  4. It is equally likely to rain or not rain tomorrow
Show Answer

(c)It is more likely to rain than not to rain tomorrow.


12.A traffic estimation system uses historical traffic data to predict that there is a 70% chance of a traffic jam on a specific road during rush hour.What action should drivers take based on this prediction?
  1. Ignore the prediction and drive as usual.
  2. Plan an alternative route to avoid the road
  3. Drive faster to avoid the traffic jam.
  4. Wait until the traffic jam clears
Show Answer

(b)Plan an alternative route to avoid the road .


13.An AI system predicts that there is an 89% probability that a patient will develop a certain condition based on their medical history and current health data.What should doctors do with this information?
  1. Ignore the prediction..
  2. Monitor the patient closely and take preventive measures.
  3. Discharge the patient immediately.
  4. Assume the patient is already healthy
Show Answer

(b)Monitor the patient closely and take preventive measures .


14.A financial analyst uses probability to predict that there is a 75% chance that a stock's price will increase over the next month.Based on this prediction, what should an investor consider doing?
  1. Selling all their stocks immediately.
  2. Ignoring the prediction and not making any changes.
  3. Considering buying more of the stock.
  4. Assuming the stock will double in value.
Show Answer

(c)Considering buying more of the stock


15.An outdoor event is planned, and the weather forecast shows a 30% probability of rain.How should the event organizers use this information
  1. Cancel the event.
  2. Proceed with the event without any preparations.
  3. Have contingency plans in case it rains.
  4. Assume it will definitely rain.
Show Answer

(c)Have contingency plans in case it rains .