question stringlengths 11 711 | domain stringclasses 8
values | company stringclasses 30
values | year float64 2.02k 2.02k ⌀ | coding stringclasses 2
values | personal_exp stringclasses 2
values | category float64 0 1 |
|---|---|---|---|---|---|---|
What statistical methods have you used in data analysis? | Data Analytics | Pico MES | null | no | no | 0 |
what statistical techniques are used in data analysis? | Data Analytics | AWS | null | no | no | 0 |
what statistics are important for machine learning? | Machine Learning | AWS | null | no | no | 0 |
what steps are involved in data validation? | Data Analytics | AWS | null | no | no | 0 |
What steps do you take to address datasets where one class is substantially underrepresented compared to the other in binary classification? | Data Science | Coinbase | null | no | no | 0 |
What steps do you take to deal with gradient problems in Machine Learning, and how do you evaluate their effectiveness? | Machine Learning | Coinbase | null | no | no | 0 |
What steps do you take to determine the sample size for an A/B test, and what factors do you take into account when deciding whether to implement changes based on the results? | Data Science | SAP | null | no | no | 0 |
What steps do you take to ensure accuracy and efficiency in your data models? | Data Engineer | null | null | no | no | 0 |
What steps do you take to handle data errors and processing failures in real-time data pipelines? | Data Engineer | null | null | no | no | 0 |
what steps do you take to solve a business problem? | Data Analytics | IBM | null | no | no | 0 |
What steps do you take to solve a business problem? | Data Engineer | Pico MES | null | no | no | 0 |
What steps do you take to validate the results of your data analysis? | Data Analytics | Robinhood | null | no | no | 0 |
What steps do you take when you encounter difficulty in implementing users requirements? | SQL | Glider | 2,022 | no | no | 0 |
What steps must be taken in order to protect the databases from external threats? | SQL | Glider | 2,023 | no | no | 0 |
What steps will you take to test your code? | Data Science | Glider | 2,023 | no | no | 0 |
What steps would you follow to estimate Pi using the Monte Carlo Algorithm? | Data Science | Chime | null | no | no | 0 |
What steps would you follow to estimate Pi using the Monte Carlo Algorithm? | Machine Learning | Coinbase | null | no | no | 0 |
What steps would you take to ensure a scalable, efficient architecture for Bing's image search system? | Machine Learning | Coinbase | null | no | no | 0 |
What steps would you take to handle ambiguity or uncertainty in your work as a Data Science at Square? | Data Science | Stripe | null | no | no | 0 |
What steps would you take to handle ambiguity or uncertainty in your work as a Data Science at Square? | Data Science | Block | null | no | no | 0 |
What steps would you take to identify all English words within a given string of characters? | Machine Learning | Coinbase | null | no | no | 0 |
What steps would you take to make a new teammate feel welcome? | Data Analytics | Goldman Sachs | null | no | no | 1 |
What steps would you take to test and validate a metric designed to compare two user's Netflix recommended lists of movie/tv show preferences? | Machine Learning | Plaid | null | no | no | 0 |
What strategies and techniques have you used to optimize and scale data processing pipelines? | Data Engineer | null | null | no | no | 0 |
What strategies do you use for handling missing data in transformations? | Data Engineer | null | null | no | no | 0 |
What strategies do you use to ensure that data is stored, processed, and delivered accurately and efficiently? | Data Engineer | null | null | no | no | 0 |
What strategies do you use to foster a culture of continuous learning and improvement within a data science team? | Data Science | Stripe | null | no | no | 0 |
What strategies do you use to foster a culture of continuous learning and improvement within a data science team? | Data Science | Block | null | no | no | 0 |
What strategies do you use to improve the efficiency of your data analysis processes? | Data Analytics | null | null | no | no | 0 |
What strategies have you used to optimize data warehouse performance? | Data Engineer | null | null | no | no | 0 |
What strategies to protect data privacy and ensure compliance with regulations? | Data Analytics | Capital One | null | no | no | 0 |
What strategies would you use to identify and mitigate risks associated with cryptocurrency trading using data-driven insights? | Data Analytics | Coinbase | null | no | no | 0 |
What strategies would you use to identify and mitigate risks associated with cryptocurrency trading using data-driven insights? | Machine Learning | Coinbase | null | no | no | 0 |
what strategy would you employ to determine if string a is a shifted version of string b? | Machine Learning | IBM | null | no | no | 0 |
What strategy would you use to integrate two sorted arrays into an ordered array? | Data Science | Coinbase | null | no | no | 0 |
What strategy would you use to integrate two sorted arrays into an ordered array? | Machine Learning | Coinbase | null | no | no | 0 |
What strategy would you use to integrate two sorted arrays into an ordered array? | Data Science | SoFi | null | no | no | 0 |
what teams do Data Analyticss at amazon collaborate with? | Data Analytics | AWS | null | no | no | 0 |
what teams do Data Analyticss collaborate with at amazon? | Data Analytics | AWS | null | no | no | 0 |
What technical skills do you possess that are relevant to this role? | Data Analytics | Goldman Sachs | null | no | no | 1 |
What technique can be proposed instead of one-hot encoding? | Data Analytics | JPMorgan Chase | null | no | no | 0 |
What technique would you employ to assemble a binary tree using preorder and inorder traversal information? | Machine Learning | Coinbase | null | no | no | 0 |
what techniques are available for correcting covariate imbalance in machine learning, and in what ways do they bolster the models? | Machine Learning | SAP | null | no | no | 0 |
What techniques did you use when feature engineering? | Data Science | PayPal | null | no | no | 0 |
what techniques do you apply to handle skewed data in model performance analysis, and what metrics are essential in these scenarios? | Machine Learning | SAP | null | no | no | 0 |
What techniques do you use for modeling complex data structures? | Data Engineer | null | null | no | no | 0 |
What techniques do you use to analyze data architecture and identify opportunities for improvement? | Data Engineer | null | null | no | no | 0 |
what techniques do you use to prioritize multiple deadlines and stay organized? | Data Science | Nvidia | null | no | no | 0 |
What techniques have you used to improve model performance and how did you evaluate the effectiveness of those techniques in your past Data Science projects? | Data Science | Stripe | null | no | no | 0 |
what techniques or methods did you use? | Data Science | IBM | null | no | no | 1 |
what technologies are commonly used for big data analysis? | Data Analytics | AWS | null | no | no | 0 |
what test would you use for a small sample? | Data Analytics | AWS | null | no | no | 0 |
what the difference between isnull and isblank? | Data Analytics | Salesforce | null | no | no | 0 |
What the Django templates consist of | Python | null | null | no | no | 0 |
What time complexity considerations are there when training a support vector machine? | Machine Learning | Plaid | null | no | no | 0 |
What tools & technologies are you using in your team? | Data Engineer | JPMorgan Chase | null | no | no | 1 |
What tools and software are you most proficient in for data analysis? | Data Analytics | null | null | no | no | 0 |
What tools and technologies do you use for data modeling and how do you stay up to date with the latest trends? | Data Engineer | null | null | no | no | 0 |
What tools and technologies do you use when working with data? | All | null | null | no | no | 0 |
What tools and technologies have you used to build real-time data pipelines? | Data Engineer | null | null | no | no | 0 |
What tools and technologies have you worked with for data migration? | Data Engineer | null | null | no | no | 0 |
What tools and technologies have you worked with in building data warehouses? | Data Engineer | null | null | no | no | 0 |
what tools are commonly used for data analysis? | Data Analytics | AWS | null | no | no | 0 |
What tools are commonly used for ETL processes? | Data Engineer | null | null | no | no | 0 |
what tools are Data Analyticss at amazon experienced with? | Data Analytics | AWS | null | no | yes | 0 |
what tools are Data Analyticss familiar with at amazon? | Data Analytics | AWS | null | no | no | 0 |
what tools do you prefer to use for data analysis and why? | Data Analytics | AWS | null | no | no | 0 |
what tools do you think are useful for data analysis and how familiar are you with them? | Data Analytics | AWS | null | no | no | 0 |
what tools do you think are useful for each task, and how familiar are you with them? | Data Analytics | AWS | null | no | no | 0 |
what tools do you think are useful for each work and how familiar are you with them? | All | AWS | null | no | no | 0 |
What tools have you used to automate data profiling and validation? | Data Engineer | null | null | no | no | 0 |
What type of chart would you use to visualize the quarterly sales trends for the last five years? | Tableau | null | null | no | no | 0 |
What type of clustering algorithms are there? | Data Analytics | Citigroup | null | no | no | 0 |
What type of data cleaning and models might you implement, given x data and y targets in a theoretical setting? | Machine Learning | Wells Fargo | null | no | no | 0 |
what type of data do Data Analyticss work with at amazon? | Data Analytics | AWS | null | no | no | 0 |
what type of data does amazon collect on its customers? | Data Analytics | AWS | null | no | no | 0 |
What type of data does not have a log-normal distribution or a Gaussian distribution? | Data Science | null | null | no | no | 0 |
What type of data does not have a log-normal distribution or a Gaussian distribution? | Data Science | null | null | no | no | 0 |
What type of data fold can a model handle? | Machine Learning | Glider | 2,023 | no | no | 0 |
what type of data have you worked with in the past? | Data Analytics | IBM | null | no | no | 0 |
What type of data have you worked with in the past? | Data Analytics | Pico MES | null | no | no | 0 |
What type of data processing and manipulation have you done before in the context of computer vision? | Machine Learning | null | null | no | no | 0 |
what type of database is amazon dynamodb? | Data Analytics | AWS | null | no | no | 0 |
What type of language is Python? | Python | null | null | no | no | 0 |
What type of language is python? Programming or scripting? | Python | null | null | no | no | 0 |
What type of model is logistic regression? | Machine Learning | Robinhood | null | no | no | 0 |
What type of model takes in customer inputs and predicts if a loan should be given or not? | Machine Learning | JPMorgan Chase | null | no | no | 0 |
What type of problems can a model try to solve? | Machine Learning | Glider | 2,023 | no | no | 0 |
what type of programming does cloudformation support? | Data Analytics | AWS | null | no | no | 0 |
what type of projects do Data Analyticss at amazon work on? | Data Analytics | AWS | null | no | no | 0 |
what type of resources does cloudformation support? | Data Analytics | AWS | null | no | no | 0 |
what type of teams do Data Analyticss at amazon collaborate with? | Data Analytics | AWS | null | no | no | 0 |
What types of charts or graphs would be most useful for communicating insights into revenue trends and customer behavior to stakeholders? | Data Science | Stripe | null | no | no | 0 |
What types of computer vision problems have you solved in the past and how were these problems approached? | Machine Learning | null | null | no | no | 0 |
what types of data validation are used? | Data Analytics | AWS | null | no | no | 0 |
What types of data would you need to estimate the weekly profit of your favorite restaurant? | Data Analytics | Pico MES | null | no | no | 0 |
what types of data would you need? | Data Analytics | IBM | null | no | no | 0 |
What types of data would you need? | Data Engineer | Pico MES | null | no | no | 0 |
What types of databases do you have experience with? What do you consider your strengths and weaknesses when working with them? | Data Engineer | null | null | no | yes | 0 |
what types of hypothesis testing techniques are there? | Data Analytics | AWS | null | no | no | 0 |
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