Top 150+ Solved Bigdata MCQ Questions Answer
Q. The modern conception of data science as an independent discipline issometimes attributed to?
a. William S.
b. John McCarthy
c. Arthur Samuel
d. Satoshi Nakamoto
Q. Which of the following is false?
a. Subsetting can be used to select and exclude variables and observations
b. Raw data should be processed only one time.
c. Merging concerns combining datasets on the same observations to produce a result with more variables
d. None Of the above
Q. What is the work of Data Architect?
a. utilize large data sets to gather information that meets their company's needs
b. work with businesses to determine the best usage of the information yielded from data
c. build data solutions that are optimized for performance and design applications
d. All of the above
Q. Which of the following is correct skills for a Data Scientist?
a. Probability & Statistics
b. Machine Learning / Deep Learning
c. Data Wrangling
d. All of the above
Q. Which of the following are correct component for data science?
a. Data Engineering
b. Advanced Computing
c. Domain expertise
d. All of the above
Q. Which of the following is not a part of data science process?
a. Discovery
b. Model Planning
c. Communication Building
d. Operationalize
Q. Which of the following are the Data Sources in data science?
a. Structured
b. Unstructured
c. Both A and B
d. None Of the above
Q. Which of the following is not a application for data science?
a. Recommendation Systems
b. Image & Speech Recognition
c. Online Price Comparison
d. Privacy Checker
Q. Point out the correct statement.
a. Raw data is original source of data
b. Preprocessed data is original source of data
c. Raw data is the data obtained after processing steps
d. None of the above
Q. Which of the following is one of the key data science skills?
a. Statistics
b. Machine Learning
c. Data Visualization
d. All of the above
Q. Which of the following is a key characteristic of a hacker?
a. Afraid to say they don't know the answer
b. Willing to find answers on their own
c. Not Willing to find answers on their own
d. All of the above
Q. Raw data should be processed only one time.
a. True
b. False
c. Can be true or false
d. Can not say
Q. Which of the following is the common goal of statistical modelling?
a. Inference
b. Summarizing
c. Subsetting
d. None of the above
Q. Which of the following model is usually a gold standard for data analysis?
a. Inferential
b. Descriptive
c. Causal
d. All of the above