Question
stringlengths 12
180
| Target Domain
stringclasses 4
values | Predicted Domain
stringclasses 8
values | Correct
bool 2
classes |
|---|---|---|---|
What are the different approaches to data analysis and what are the advantages of each?
|
Data Science
|
Data Analytics
| false
|
What are the different types of data scientists in SAP?
|
Data Science
|
Data Science
| true
|
How can you ensure that the data is being used properly?
|
Data Science
|
Data Analytics
| false
|
How would you handle a critical issue like a data failure or an out-of-date product?
|
Data Science
|
Data Engineer
| false
|
What do you think of SAP?
|
Data Science
|
Data Science
| true
|
What is the significance of a C-level executive with a major role in SAP?
|
Data Science
|
Data Analytics
| false
|
What are some different types of data analysis?
|
Data Science
|
Data Analytics
| false
|
Explain the difference between a data scientist and a data engineer.?
|
Data Science
|
Data Analytics
| false
|
What are your responsibilities in a Data Science role?
|
Data Science
|
Data Science
| true
|
What do you know about the technology stack used by SAP in the past?
|
Data Science
|
Data Analytics
| false
|
Can you describe your experience working with SAP's analytics team?
|
Data Science
|
Data Analytics
| false
|
What is the difference between an RPC and a DL?
|
Data Science
|
Data Analytics
| false
|
Explain how you would solve the problem of balancing the costs and benefits of different products.?
|
Data Science
|
Data Analytics
| false
|
What is the difference between A/B testing and a/b testing?
|
Data Science
|
Data Science
| true
|
What are the main types of skills that you would need to develop in data science?
|
Data Science
|
Data Science
| true
|
How do you build a machine learning model for an ecommerce project?
|
Data Science
|
Machine Learning
| false
|
What are the different types of data science projects in SAP?
|
Data Science
|
Data Science
| true
|
What is the difference between a random walk and a random walk?
|
Data Science
|
Data Science
| true
|
What are the different types of data structures that SAP uses?
|
Data Science
|
Data Analytics
| false
|
What is the importance of the metric in the SAP dataset?
|
Data Science
|
Data Analytics
| false
|
What is the process of creating a new graph in SAP's data science platform?
|
Data Science
|
Data Science
| true
|
How do you plan to solve a problem?
|
Data Science
|
Data Analytics
| false
|
What is the most common problem in the business analytics world?
|
Data Science
|
Data Analytics
| false
|
What are some common errors encountered by the data scientists in SAP's tech stack?
|
Data Science
|
Data Analytics
| false
|
What are some of the key steps to perform a data analysis?
|
Data Science
|
Data Analytics
| false
|
What is the difference between a random sample and a continuous sample?
|
Data Science
|
Data Science
| true
|
What are your strengths and weaknesses?
|
Data Science
|
Data Analytics
| false
|
How do you think the SAP platform is evolving in the future?
|
Data Science
|
Data Analytics
| false
|
What is the best way to improve the efficiency of a data warehouse?
|
Data Science
|
Data Engineer
| false
|
Explain the difference between a model and a function.?
|
Data Science
|
SQL
| false
|
What is the difference between a random and an averaging algorithm?
|
Data Science
|
Machine Learning
| false
|
What is the difference between advisability and opportunism in machine learning?
|
Data Science
|
Machine Learning
| false
|
What are some of the different kinds of data processing?
|
Data Science
|
Data Analytics
| false
|
What is the importance of data science in SAP's business?
|
Data Science
|
Data Science
| true
|
What is the difference between the three dimensional and the non-dimensional models?
|
Data Science
|
Machine Learning
| false
|
Can you describe a time when you worked with a client in a team, and how you got to know them?
|
Data Science
|
Data Analytics
| false
|
Can you explain how you've used the RESTful data science platform in SAP?
|
Data Science
|
Data Science
| true
|
How do you use a random forest to detect multiple independent variables?
|
Data Science
|
Machine Learning
| false
|
What are the basic skills you need to know for a Data Science project?
|
Data Science
|
Data Science
| true
|
Explain how you would solve a problem that could be solved by machine learning.?
|
Data Science
|
Machine Learning
| false
|
How would you know if you have an unbiased estimate of the impact on a particular project's ROI?
|
Data Science
|
Data Analytics
| false
|
How do you deal with data bias in data science?
|
Data Science
|
Data Science
| true
|
What is a BI tool?
|
Data Science
|
Data Analytics
| false
|
What is the role of sbm in the data science field?
|
Data Science
|
Data Science
| true
|
What are the different stages of the data science cycle?
|
Data Science
|
Data Science
| true
|
What are the different types of BI tools you use?
|
Data Science
|
Data Analytics
| false
|
What are the different types of data analysis skills?
|
Data Science
|
Data Analytics
| false
|
What are the different types of data that SAP uses?
|
Data Science
|
Data Analytics
| false
|
What is a sample data set?
|
Data Science
|
Data Science
| true
|
What is the difference between a generative model and a regression model?
|
Data Science
|
Machine Learning
| false
|
Explain your experience with data science in the past.?
|
Data Science
|
Data Science
| true
|
What is the difference between A/B testing and QA?
|
Data Science
|
Data Science
| true
|
What is the difference between a n-gram and a sigma?
|
Data Science
|
Data Science
| true
|
What is the difference between Machine Learning and Data Science?
|
Data Science
|
Machine Learning
| false
|
Explain what you're doing for SAP and what you're doing for data science.?
|
Data Science
|
Data Science
| true
|
What is your responsibilities in the role?
|
Data Science
|
Data Analytics
| false
|
What is the best way to evaluate the accuracy and scalability of a model?
|
Data Science
|
Machine Learning
| false
|
What are the benefits of using a machine learning framework for SAP?
|
Data Science
|
Machine Learning
| false
|
Explain the difference between a data scientist and data scientist consultant?
|
Data Science
|
Data Science
| true
|
What is the difference between a metric and a function?
|
Data Science
|
Machine Learning
| false
|
What are the benefits of data science?
|
Data Science
|
Data Science
| true
|
What is the difference between a supervised and unsupervised dataset?
|
Data Science
|
Data Science
| true
|
What are some examples of data science projects you've worked on?
|
Data Science
|
Data Science
| true
|
What are the main steps of Data Science?
|
Data Science
|
Data Science
| true
|
Explain the significance of a network and the different components of its architecture.?
|
Data Science
|
Data Engineer
| false
|
What is a metric to measure the size of a dataset?
|
Data Science
|
Data Science
| true
|
What is your perspective on the value of machine learning in the SAP ecosystem?
|
Data Science
|
Machine Learning
| false
|
What are the different types of data science projects in SAP?
|
Data Science
|
Data Science
| true
|
What is the best way to handle a problem in a data science project?
|
Data Science
|
Data Science
| true
|
What do you do for a living?
|
Data Science
|
Data Analytics
| false
|
How would you build a model to analyze data for a new product?
|
Data Science
|
Data Science
| true
|
What is the most important piece of information you need to know to understand a data science project at SAP?
|
Data Science
|
Data Science
| true
|
What are some of the common challenges faced by data scientists in SAP?
|
Data Science
|
Data Science
| true
|
What is the difference between data science and data engineering?
|
Data Science
|
Data Science
| true
|
What is the difference between a classifier and a vector machine?
|
Data Science
|
Machine Learning
| false
|
What are the different types of data analysis and how do you plan to address them in the future?
|
Data Science
|
Data Analytics
| false
|
What are the two types of data analytics?
|
Data Science
|
Data Analytics
| false
|
What is the importance of working with multiple teams?
|
Data Science
|
Data Analytics
| false
|
How would you create a machine learning model for a company that sells products in the retail industry?
|
Data Science
|
Machine Learning
| false
|
What is the difference between a model and an algorithm?
|
Data Science
|
Machine Learning
| false
|
What are the benefits of the Hummingbird framework?
|
Data Science
|
Python
| false
|
What is the difference between a dataset, data analysis, and data science?
|
Data Science
|
Data Science
| true
|
What is a common process in data science?
|
Data Science
|
Data Science
| true
|
Explain the difference between supervised and unsupervised machine learning.?
|
Data Science
|
Machine Learning
| false
|
What are the different types of data science projects you've been involved in?
|
Data Science
|
Data Science
| true
|
Can you describe the challenges and challenges you faced in working with SAP?
|
Data Science
|
Data Analytics
| false
|
How would you prioritize your work in the SAP system?
|
Data Science
|
Data Science
| true
|
What is the role of sysdc?
|
Data Science
|
Data Engineer
| false
|
What are the differences between SQL and Python?
|
Data Science
|
Python
| false
|
Explain the different data science processes involved in SAP's product line.?
|
Data Science
|
Data Science
| true
|
What is a Graph?
|
Data Science
|
Data Analytics
| false
|
What is the difference between data science and data engineering?
|
Data Science
|
Data Science
| true
|
What are some of the challenges you faced in this role?
|
Data Science
|
Data Analytics
| false
|
What are the different metrics used in data science?
|
Data Science
|
Data Science
| true
|
Explain the difference between a vm and a vlm?
|
Data Science
|
Data Science
| true
|
How would you use a combination of multiple data sources to create a list of products?
|
Data Science
|
Data Analytics
| false
|
What are your qualifications and experience in data science?
|
Data Science
|
Data Science
| true
|
What are the challenges you encountered in designing a machine learning model for SAP?
|
Data Science
|
Data Science
| true
|
What are some common challenges faced in data science?
|
Data Science
|
Data Science
| true
|
What is the significance of using data science to solve business problems?
|
Data Science
|
Data Science
| true
|
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