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DASCA Senior Data Scientist Sample Questions:

1. Which of the following is True about Time Series Analysis?

A) Predicting when/whether an event will occur, such as a failure of the machine generating the data
B) All of the above
C) Projecting the value of the time series at future points in time, such as a stock whose price we want to predict
D) Identifying interesting patterns in a corpus of time series data that is too large for a human to comb through
E) Both A and B

2. The aim of developing Scribe was to offer reliability with using:

A) High disk space usage
B) None of the above
C) Extensive protocols
D) Complex protocols

3. ARIMA model is:

A) All of the above
B) Autointeractive moving average
C) Autoregressive moving average
D) Autoreactive moving average
E) Autoresponsive moving average

4. Which of the following is TRUE for data lake?

A) The data lake can make both of the Business Intelligence and Data Science environments more agile and more productive
B) None of the above
C) The data lake enables organizations to gather, manage, enrich, and analyze many new sources of data, whether structured or unstructured
D) The data lake enables organizations to treat data as an organizational asset to be gathered and nurtured versus a cost to be minimized
E) The data lake can make both of the Business Intelligence and Data Science environments less agile and more productive

5. Which of the following is main Machine Learning Library in Python?

A) SciPy
B) Matplotlib
C) None of the above
D) Scikit-learn
E) NumPy

Solutions: