Question
stringlengths 12
180
| Target Domain
stringclasses 4
values | Predicted Domain
stringclasses 8
values | Correct
bool 2
classes |
|---|---|---|---|
What is the k-means distribution?
|
Data Science
|
Data Science
| true
|
What are the different methods for generating a logistic regression model?
|
Data Science
|
Data Science
| true
|
What are the different types of metric in Data Science?
|
Data Science
|
Data Science
| true
|
Explain the concept of averaging.?
|
Data Science
|
SQL
| false
|
What is the Difference Between Randomized and Unrandomized Randomization?
|
Data Science
|
Data Science
| true
|
What is the difference between ANOVA and FMRI?
|
Data Science
|
Data Analytics
| false
|
What are the two kinds of functions in statistics?
|
Data Science
|
Data Science
| true
|
What is a data analysis model?
|
Data Science
|
Data Analytics
| false
|
What is a k-means test?
|
Data Science
|
Data Science
| true
|
What is the difference between standard and non-standard probability?
|
Data Science
|
Data Science
| true
|
What is the difference between t-tests and p-tests?
|
Data Science
|
Data Science
| true
|
What are the differences between a sampling and a normalization method?
|
Data Science
|
Data Science
| true
|
How do you use the metric to determine your sensitivity?
|
Data Science
|
Data Science
| true
|
What is the significance of a binary choice in a regression model?
|
Data Science
|
Data Science
| true
|
What is the difference between a cluster and a single cluster?
|
Data Science
|
Machine Learning
| false
|
What is the concept of regression?
|
Data Science
|
Data Science
| true
|
What are the different features of a data warehouse?
|
Data Science
|
Data Engineer
| false
|
How do you evaluate the performance of the model on an average number of samples?
|
Data Science
|
Data Science
| true
|
What is the difference between a non-parametric and a parametric approach?
|
Data Science
|
Data Analytics
| false
|
How do you make an object model?
|
Data Science
|
Python
| false
|
What is the difference between regular and non-normal distributions in data analysis?
|
Data Science
|
Data Science
| true
|
What is the difference between a hypothesis and an inference?
|
Data Science
|
Data Science
| true
|
What is the difference between a normalized and an unnormalized distribution?
|
Data Science
|
Data Science
| true
|
What is the difference between normalized and non-normalized statistics?
|
Data Science
|
Data Science
| true
|
What is the difference between normal and hyperparameters?
|
Data Science
|
Machine Learning
| false
|
What are some common errors in data analysis?
|
Data Science
|
Data Analytics
| false
|
What are the differences between supervised learning and unsupervised learning?
|
Data Science
|
Data Science
| true
|
What are the advantages of a clustering strategy?
|
Data Science
|
Machine Learning
| false
|
How do you handle complex datasets?
|
Data Science
|
Data Analytics
| false
|
What is the difference between k-means and k-means clustering?
|
Data Science
|
Machine Learning
| false
|
Explain the difference between statistical probability and statistical likelihood.?
|
Data Science
|
Data Science
| true
|
What are the features of the C-Score?
|
Data Science
|
Data Analytics
| false
|
How does the use of multivariate analysis help solve problems in statistics?
|
Data Science
|
Data Science
| true
|
What is the purpose of statistics in statistics?
|
Data Science
|
Data Science
| true
|
Explain the process of making a probability distribution in Python.?
|
Data Science
|
Python
| false
|
What is a subset of a subset?
|
Data Science
|
Python
| false
|
What is the difference between a Random Forest and a Random Forest?
|
Data Science
|
Machine Learning
| false
|
What is the difference between a random sample and an average sample?
|
Data Science
|
Data Science
| true
|
Can you describe your experience working with statistical data analysis techniques?
|
Data Science
|
Data Analytics
| false
|
What is the difference between categorical and non-categorical sampling?
|
Data Science
|
Data Science
| true
|
What is the significance of data analysis?
|
Data Science
|
Data Analytics
| false
|
What are some basic statistical methods?
|
Data Science
|
Data Analytics
| false
|
What is the difference between an unbiased and unbiased score?
|
Data Science
|
Data Science
| true
|
What is the difference between a statistical model and an unstructured data model?
|
Data Science
|
Data Science
| true
|
What is the difference between a supervised learning algorithm and a neural network?
|
Data Science
|
Machine Learning
| false
|
What is the difference between a sample and a data set?
|
Data Science
|
Data Science
| true
|
What are the different ways in which a single-variable logistic regression can be optimized?
|
Data Science
|
Machine Learning
| false
|
What are the different types of data analytics?
|
Data Science
|
Data Analytics
| false
|
How do you identify an optimal metric?
|
Data Science
|
Machine Learning
| false
|
What is a correlation between the number of people in a specific country and the number of people in the overall world?
|
Data Science
|
Data Science
| true
|
How do you know when to stop performing statistical analyses?
|
Data Science
|
Data Analytics
| false
|
How do you choose between a probability and a likelihood distribution?
|
Data Science
|
Data Science
| true
|
What are some common statistical techniques used in data science?
|
Data Science
|
Data Science
| true
|
What is a statistical sampling algorithm?
|
Data Science
|
Data Science
| true
|
What is the difference between a probability distribution and a probabilistic distribution?
|
Data Science
|
Data Science
| true
|
What is the difference between an average and a mean?
|
Data Science
|
Data Science
| true
|
What are the advantages of continuous versus non-continuous regression?
|
Data Science
|
Machine Learning
| false
|
Explain the difference between averaging and normalization in data science.?
|
Data Science
|
Data Science
| true
|
What are the advantages of a neural network?
|
Data Science
|
Machine Learning
| false
|
What is the importance of confidence intervals in data science?
|
Data Science
|
Data Science
| true
|
What is a data transformation?
|
Data Science
|
Data Engineer
| false
|
How do you deal with bias in data analysis?
|
Data Science
|
Data Analytics
| false
|
What are the common pitfalls in data science?
|
Data Science
|
Data Science
| true
|
How would you define the term "additional factors"?
|
Data Science
|
Data Science
| true
|
How would you measure the efficiency of a data analysis project?
|
Data Science
|
Data Analytics
| false
|
What is the difference between SUM and ANOVA?
|
Data Science
|
Data Analytics
| false
|
What are the major differences between supervised and unsupervised methods?
|
Data Science
|
Data Analytics
| false
|
What are some of the disadvantages of using a random number generator?
|
Data Science
|
Data Analytics
| false
|
What is a hypothesis?
|
Data Science
|
Data Science
| true
|
What are the different BI systems used in data science?
|
Data Science
|
Data Science
| true
|
What is the purpose of a sampling criterion?
|
Data Science
|
Data Science
| true
|
What are the features of R?
|
Data Science
|
Data Science
| true
|
What is the difference between a random walk and a continuous walk?
|
Data Science
|
Machine Learning
| false
|
How do you calculate the average of the results of a test on the same data set?
|
Data Science
|
Data Science
| true
|
What are the advantages of using clustering?
|
Data Science
|
Machine Learning
| false
|
What is the difference between a normalized model and a normalized model in data science?
|
Data Science
|
Data Science
| true
|
What is the difference between a Bayesian and a random walk?
|
Data Science
|
Machine Learning
| false
|
What are the different types of data sets?
|
Data Science
|
Data Analytics
| false
|
What are the different types of data analysis?
|
Data Science
|
Data Analytics
| false
|
How can you evaluate a model that is based on a dataset?
|
Data Science
|
Data Science
| true
|
What is the difference between a model and an experiment?
|
Data Science
|
Data Science
| true
|
What is a common metric in statistical analysis?
|
Data Science
|
Data Analytics
| false
|
What are the different types of data analysis?
|
Data Science
|
Data Analytics
| false
|
What are the advantages of a linear regression model?
|
Data Science
|
Data Science
| true
|
What is the difference between linear regression and regression analysis?
|
Data Science
|
Machine Learning
| false
|
What is the role of ANOVA in Data Science?
|
Data Science
|
Data Science
| true
|
What are the different types of statistics?
|
Data Science
|
Data Science
| true
|
What is the difference between C-measures and C-scores in statistics?
|
Data Science
|
Data Science
| true
|
What is the difference between supervised and unsupervised learning?
|
Data Science
|
Data Science
| true
|
What are the common errors in data analysis?
|
Data Science
|
Data Analytics
| false
|
What is the difference between the standardized and unstandardized methods?
|
Data Science
|
Data Analytics
| false
|
How does a randomized experiment compare to a control experiment?
|
Data Science
|
Data Science
| true
|
What is the difference between linear regression and linear regression?
|
Data Science
|
Machine Learning
| false
|
How do you use regression to predict the likelihood of a certain outcome?
|
Data Science
|
Data Science
| true
|
What is the relationship between the mean and the median?
|
Data Science
|
Data Science
| true
|
What is the difference between a normalized ANOVA and a ANOVA-B?
|
Data Science
|
Data Science
| true
|
Can you explain the difference between a sampling procedure and a machine learning algorithm?
|
Data Science
|
Data Science
| true
|
How would you choose a statistical method for identifying and interpreting the effects of two different factors on a statistical model?
|
Data Science
|
Data Science
| true
|
What is the difference between a Bayesian distribution and an alternating distribution?
|
Data Science
|
Data Science
| true
|
Explain the difference between a simple regression model and a multivariate regression model.?
|
Data Science
|
Data Science
| true
|
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