PYTHON DATA SCIENCE QUIZ DESCRIPTION Total Questions −30 00 Max Time − 15:00 Choose whether the following statement is true or false: Time deltas are differences in times, expressed in difference units True False The modern conception of data science as an independent discipline is sometimes attributed to? William S. John McCarthy Arthur Samuel Satoshi Nakamoto Data science is the process of diverse set of data through ? organizing data processing data analysing data All of the above Which of the following language is used in Data science? C C++ R Ruby Among the following, choose the correct application of data science in Healthcare. Data science for genomics Data science for medical imaging Drug discovery with data science All of the above Which of the following step is performed by the data scientist after acquiring the data? Data Replication Data Integration Data Cleansing All of the Mentioned What does K stand for in K mean algorithm? number of clusters number of data number of attributes Number of iterations What will be the output of the following code? 0 1 3 None of the above Which is one of the significant data science skills? Statistics Data Visualization Machine Learning All of the above Which of the following architecture is also known as systolic arrays? MISD SISD SIMD None of the above Among the following identify the one in which dimensionality reduction reduces. Performance Entropy Stochastics collinearity Choose a disadvantage of decision trees among the following. Decision trees are robust to outliers factor analysis decision trees are prone to overfit All of the above Raw data should be processed only one time. True False Can be true or false Can not say The modern conception of data science as an independent discipline is sometimes attributed to? John McCarthy Arthur Samuel William S. Dennis Ritchie Choose the instance-based learner. Eager learner lazy learner both a and b are correct none of the above Knowledge in AI can be represented as? Predicate Logic Propositional Logic Both A and B None of the above Identify the activation function output which is zero centered Hyperbolic tangent Rectified linear unit Sigmoid Softmax Which of the following is false? Subsetting can be used to select and exclude variables and observations Raw data should be processed only one time. Merging concerns combining datasets on the same observations to produce a result with more variables None Of the above A matplotlib function used to create a line chart is Line Graph bar plot A series is a one-dimensional array which is labelled and can hold any data type. True False Choose the correct components of data science. domain expertise data engineering advanced computing all of the above Which role do internet technologies and the “IoT” play in the context of industry 4.0? They form the base for an environmental friendly production. form among others the base for corporate communication They form the base to connect everyday items. All of the above How many types of observing environments are there? 2 3 0 1 Choose whether the following statement is true or false: Unstructured data is not organized True False maybe true or false cannot be determined A column is a _________- representation of data. Diagonal Vertical Top Horizontal Which of the following is a key characteristic of a hacker? Afraid to say they don't know the answer Willing to find answers on their own Not Willing to find answers on their own All of the above To find the maximum number in the Numpy array, we use max(array) array.max() array(max) None of the above Among the following options choose which one of the following focuses on the discovery of unknown properties on the data. Big data Data mining Machine learning Data wrangling Another name of data dredging is Data booting Data bagging Data snooping Data merging Which of the following is correct skills for a Data Scientist? Probability & Statistics Data Engineering Machine Learning / Deep Learning All of the above Previous Next Total Question16 Wrong Answer13 Right Answer13
