Statistical Data in AI Class 10 MCQ – The CBSE has changed the syllabus of Std. X. The MCQs are made based on the new syllabus and based on the New CBSE textbook, Sample paper and Board Paper. All the important Information are taken from the Artificial Intelligence Class X Textbook Based on CBSE Board Pattern.
Statistical Data in AI Class 10 MCQ
1. Orange data mining is an example of
a. Custom coding
b. Low code
c. No code
d. None of the above
2. Select Which is not the feature of No code approach.
a. visual
b. Highly expensive
c. code free
d. drag and drop
3. _________assembly relies on developers to write and deploy code.
a. High code
b. Low code
c. No code
d. None of these
4. Flexibility is often limited in __
a. High code
b. High code and Low code
c. No code
d. High code and No code.
5. The organization is heavily dependent on developer resources. This statement is true for
a. High code approach
b. Low code approach
c. No code approach
d. All of the above
6. What type of tool is Orange?
a. Open-source
c. Paid software
b. Closed-source
d. Hardware
7. Which of the following tasks can be performed using Orange?
a. Classification
c. Clustering
b. Regression
d. All of the above
8. What type of data can be imported into Orange?
a. CSV
c. SQL databases
b. Excel
d. All of the above
9. What does the Data Table widget in Orange primarily facilitate?
a. Loading and viewing datasets
b. Performing clustering analysis
c. Running machine learning algorithms
d. Evaluating
10. Which component in Orange enables users to evaluate the performance of machine learning models?
a. Test & Score
c. Data Projection
b. Data Table
d. Data Exploration
11. ________development refers to traditional software development where programmers write code manually using programming languages like Java, Python, C#, etc.
a. High Code
b. Low Code
c. No Code
d. None of the above
12. __ development involves using platforms or tools that provide visual interfaces and pre-built components to streamline the application development process.
a. High Code
b. Low Code
c. No Code
d. None of the above
13. __ development takes low code principles further by allowing users to create applications without any coding or scripting knowledge.
a. High Code
b. Low Code
c. No Code
d. None of the above
14. __ AI helps to save cost for businesses as it is costly to implement completely coded AI systems.
a. High Code
b. Low Code
c. No Code
d. None of the above
15. Benefits of no-code tools.
a. Accessibility
b. Innovation
c. Easy to use
d. All of the above
16. Which of the following no-code service provided by Microsoft.
a. Azure Machine Learning
b. Google Cloud AutoML
c. Orange Data Mining
d. Lobe AI
17. Which of the following no-code service provided by Google.
a. Azure Machine Learning
b. Google Cloud AutoML
c. Orange Data Mining
d. Lobe AI
18. Which of the following is incorrect?
i) Testing data is the one on which we train and fit our model basically to fit the parameters
ii) Training data is used only to assess performance of model
iii) Testing data is the unseen data for which predictions have to be made
a. i) and iii) only
b. i) and ii) only
c. ii) and iii) only
d. i), ii) and iii)
19. During Data Acquisition, feeding previous data into the machine is called : (CBSE 2022 – 2023)
a. Training Data
b. Predicting Data
c. Testing Data
d. Evaluating Data
20. Sarthak made a face mask detector system for which he had collected the dataset and used all the dataset to train the model. Then, he used the same data to evaluate the model which resulted in the correct answer all the time but was not able to perform with unknown dataset. Name the concept.
Show Answer ⟶21. When a machine possesses the ability to mimic the following human traits, it is said to have artificial intelligence. Identify the positive traits that an AI machine should possess.
i. make decisions
ii. bias
iii. predict
iv. learn and improve on its own
a. i), and iii) only
b. i) , iii) and iv) only
c. ii) and iv) only
d. i) ,ii), and iv) only
22. In spam email detection, which of the following will be considered as “False Negative”? (CBSE 2023 – 2024)
a. When a legitimate email is accurately identified as not spam.
b. When a spam email is mistakenly identified as legitimate.
c. When an email is accurately recognised as spam.
d. When an email is inaccurately labelled as important.
23. Tom is a student of grade five. He likes to move constantly at his desk. He plays with pencils and taps his fingers, stands up in his place any time he gets a chance. He enjoys playing basketball, and likes to play in the classroom. Which of the following intelligence does he demonstrate?
a. Linguistic
b. Logical-Mathematical
c. Musical
d. Kinesthetic
24. Unscramble the letters and find the parameter that is NOT used in evaluation stage
a. CMVETEEHAIN
b. ONSIPRICE
c. RYAUACCC
d. ECLARL
25. Unscramble the letters and find the correct answer
DATA + __ = AI MACHINE
a. SMEGSEA
b. IMLHOMRGAT
c. RROER
d. TSMMCOE
26. Unscramble the letters and find the name the first humanoid robot with a citizenship
a. TERBHER OXEVE
b. IAOHSP
c. IRIS
d. ACTROAN
27. Differentiate between Prediction and Reality.
a. Prediction is the input given to the machine to receive the expected result of the reality.
b. Prediction is the output given to match the reality.
c. The prediction is the output which is given by the machine and the reality is the real scenario in which the prediction has been made.
d. Prediction and reality both can be used interchangeably.
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