Information Technology Engineering Sem 6 Inft6ai and Ds I Question Paper PDF 2026 - Mumbai University | munotes
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Questions asked in this paper
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Q1 Explain various measures of the central tendencies of a statistical distribution e State PEAS of automated taxi driver f What are the different ways of knowledge representation? 2 a Can water be measured using 10 liter and 4 liter jug? Justify. [10] b Compare Linear Regression Vs Logistics Regression with suitable diagrams and State A* algorithm and explain with example how searching algorithm helps [10] in finding the goal with optimal path With respect to Quantitative data analysis explain following: [10]
- i. Measure of central tendencies
- ii. Measure of spread ili. Skewness and Kurtosis
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Q2 Marcus was a Pompeian
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Q3 All Pompeians were Romans
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Q4 Caesar was a ruler
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Q5 All Pompeians were either loyal to Caesar or hated him
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Q6 Every one is loyal to someone
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Q7 People only try to assassinate rulers they are not loyal to
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Q8 Marcus tried to assassinate Caesar Was Marcus loyal to Casear ? Solve using resolution In detail, explain steps in the Data Science Project. [10] 5 a What are the different types of Machine Learning algorithms? Give example of Can min-max be used for team games? Draw sample trees for 2 and 3 teams. [10] Paper Subject Code: AI and DS - 1 6 a Consider you are performing ML for predicting housing prices you have trained [10] three models and following data summarizes the predicted house price by each model for 5 different trial runs Perform One way ANOVA F Test on this data and comment on whether the mean house price predicted by models A, B, C are same with level of significance 0.05. (Use of F Table is allowed) b What are the rules of conversion from predicate to CNF? Explain each rule with
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Information Technology Engineering Sem 6 Paper Path
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