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 |
|---|---|---|---|---|---|---|
how to become a Machine Learning? | Machine Learning | AWS | null | no | no | 0 |
how to create a fake news detection system | Machine Learning | AWS | null | no | no | 0 |
how to create a fake news detection system in machine learning? | Machine Learning | AWS | null | no | no | 0 |
how to create a fake news detection system? | Machine Learning | AWS | null | no | no | 0 |
how to embark on a machine learning career? | Machine Learning | AWS | null | no | no | 0 |
how to enhance data quality or modify the search processs parameters to increase recall? | Machine Learning | AWS | null | no | no | 0 |
how to find the length of the shortest transformation sequence from begin_word to end_word through the elements of word_list? | Machine Learning | AWS | null | no | no | 0 |
how to implement decision tree in python | Machine Learning | AWS | null | no | no | 0 |
how to implement decision tree in python? | Machine Learning | AWS | null | no | no | 0 |
how to leverage knn algorithm in machine learning | Machine Learning | AWS | null | no | no | 0 |
how to leverage knn algorithm in machine learning? | Machine Learning | AWS | null | no | no | 0 |
how to manage high cardinality while preserving meaningful information for modeling? | Machine Learning | AWS | null | no | no | 0 |
how to predict stock price using machine learning? | Machine Learning | AWS | null | no | no | 0 |
how will you determine which machine learning algorithm to use for a classification problem? | Machine Learning | AWS | null | no | no | 0 |
how will you differentiate the generic model from the discriminative model? | Machine Learning | AWS | null | no | no | 0 |
how will you differentiate the machine learning and Machine Learning algorithms? | Machine Learning | AWS | null | no | no | 0 |
how will you differentiate the supervised and unsupervised machine learning? | Machine Learning | AWS | null | no | no | 0 |
how will you explain the fourier transformation in machine learning? | Machine Learning | AWS | null | no | no | 0 |
how will you know which machine learning algorithm to choose for your classification problem | Machine Learning | AWS | null | no | no | 0 |
how will you know which machine learning algorithm to choose for your classification problem? | Machine Learning | AWS | null | no | no | 0 |
how would you analyze a dataset where you are informed that the data is noisy, volatile, and may not be fully accurate? | Machine Learning | AWS | null | no | no | 0 |
how would you approach a data analysis task without the use of computers or datasets? | Data Analytics | AWS | null | no | no | 1 |
how would you approach a problem in data analysis without using a computer or dataset? | Data Analytics | AWS | null | no | no | 1 |
how would you approach handling concurrency and parallelism in python using the boto3 library? | Data Science | AWS | null | no | no | 0 |
how would you approach the json flattening problem? | Machine Learning | AWS | null | no | no | 0 |
how would you build a model to detect fraud on amazons platform? | Machine Learning | AWS | null | no | no | 0 |
how would you build a product recommender system from the beginning? | Machine Learning | AWS | null | no | no | 0 |
how would you build a recommender system from scratch? | Machine Learning | AWS | null | no | no | 0 |
how would you choose between two models of 85% and 82% accuracy? | Machine Learning | AWS | null | no | no | 0 |
how would you communicate technical knowledge to an audience? | Data Analytics | AWS | null | no | no | 0 |
how would you create a plan that works with the company's structure and implement it | Data Analytics | AWS | null | no | no | 0 |
how would you create a plan that works with the company's structure and implement it? | All | AWS | null | no | no | 0 |
how would you create a plan that works with the companys structure and implement it? | All | AWS | null | no | no | 0 |
how would you create a plan that works with the companys structure? | Data Analytics | AWS | null | no | no | 0 |
how would you design a python script to automate the process of deploying and managing resources on aws | Data Science | AWS | null | no | no | 0 |
how would you design an analysis to determine the average length of stay in agra for tourists | Data Analytics | AWS | null | no | no | 0 |
how would you design and interpret an a/b test to evaluate the effectiveness of a new feature on amazon's website? | Data Science | AWS | null | no | no | 0 |
how would you encode a categorical variable with thousands of distinct values? | Machine Learning | AWS | null | no | no | 0 |
how would you explain technical information to a non-technical audience? | All | AWS | null | no | no | 0 |
how would you explain technical knowledge to a non-technical audience | Data Analytics | AWS | null | no | no | 0 |
how would you explain technical knowledge to a non-technical audience? | Data Analytics | AWS | null | no | no | 0 |
how would you find thresholds for a classifier? | Machine Learning | AWS | null | no | no | 0 |
how would you flatten a json string with nested objects to a single key-value dictionary? | Machine Learning | AWS | null | no | no | 0 |
how would you get a cca objective function from pca? | Machine Learning | AWS | null | no | no | 0 |
how would you go about making improvements (performance, safety, process) in your workplace? | All | AWS | null | no | no | 0 |
how would you handle missing or corrupted data in a dataset? | Machine Learning | AWS | null | no | no | 0 |
how would you improve recall without changing the underlying algorithm? | Machine Learning | AWS | null | no | no | 0 |
how would you interpret coefficients of logistic regression for categorical and boolean variables? | Data Analytics | AWS | null | no | no | 0 |
how would you merge two tables in sql? | Data Analytics | AWS | null | no | no | 0 |
how would you optimize amazon's recommendation system to improve customer engagement and increase sales? | Data Science | AWS | null | no | no | 0 |
how would you tackle a problem of finding the shortest transformation sequence from begin_word to end_word through the elements of word_list? | Machine Learning | AWS | null | no | no | 0 |
how would you use python to efficiently parse and analyze large log files generated by amazon web services (aws) services? | Data Science | AWS | null | no | no | 0 |
how would you use statistical methods to analyze delivery times and identify areas for improvement? | Data Science | AWS | null | no | no | 0 |
how would you utilize machine learning to personalize the shopping experience for each customer and increase customer satisfaction and loyalty? | Data Science | AWS | null | no | yes | 0 |
if two features are highly correlated in a random forest, how will both those features appear in a measurement of feature importance? | Machine Learning | AWS | null | no | no | 0 |
if you were building a prediction model for amazon, which would you pick between linear regression and random forest regression? | Machine Learning | AWS | null | no | no | 0 |
in building a recommender system, including data collection, choosing the right algorithm (like collaborative filtering or content-based filtering), and evaluating the systems performance. | Machine Learning | AWS | null | no | no | 0 |
in building a recommender system, including data collection, choosing the right algorithm (like collaborative filtering or content-based filtering), and evaluating the systems performance. example example to build a recommender system from scratch, id start by collecting user interaction data, such as past purchases and ratings. i would likely use a collaborative filtering approach to find similarities between users and products. the system would be iteratively tested and refined based on metrics like click-through rates and conversion rates to ensure it effectively suggests products that align with individual user preferences and behavior patterns. | Machine Learning | AWS | null | no | no | 0 |
in which case would you use a bagging algorithm versus a boosting algorithm? | Machine Learning | AWS | null | no | no | 0 |
is machine learning used in amazon? | Machine Learning | AWS | null | no | no | 0 |
lets say we are trying to improve our search feature. how would you improve recall without changing the underlying algorithm? | Machine Learning | AWS | null | no | no | 0 |
lets say you are developing a spam classifier to classify emails. you try several different classifiers like svm, random forests, etc., but none of them produce satisfactory results. so, you decide to combine them using stacking. what classifier should you use as the meta-classifier in your stacking model? | Machine Learning | AWS | null | no | no | 0 |
list different types of cloud services | Machine Learning | AWS | null | no | no | 0 |
state some ways of reducing dimensionality | Machine Learning | AWS | null | no | no | 0 |
state some ways of reducing dimensionality. | Machine Learning | AWS | null | no | no | 0 |
state the applications of supervised machine learning in modern businesses. | Machine Learning | AWS | null | no | no | 0 |
state the assumptions needed to use linear regression. | Machine Learning | AWS | null | no | no | 0 |
tell me about a time when you disagreed with a manager. how did you handle the situation? what was the result? | All | AWS | null | no | yes | 0 |
tell me about a time when you had to make a decision based on incomplete or ambiguous data. how did you approach the situation, and what was the outcome? | Data Science | AWS | null | no | yes | 0 |
to build a recommender system from scratch, how would you start? | Machine Learning | AWS | null | no | no | 0 |
use the following tables to write a query to retrieve data for customers that spent over $100 in the past seven days. | Data Analytics | AWS | null | yes | no | 0 |
use the following tables to write a query to retrieve data for customers who registered in the past ten days and spent over $100 | Data Analytics | AWS | null | yes | no | 0 |
use the following tables to write a query to retrieve data for customers who registered in the past ten days and spent over $100. | Data Analytics | AWS | null | yes | no | 0 |
what algorithm is recommended for approximating values? | Data Analytics | AWS | null | no | no | 0 |
what algorithm is recommended for quickly approximating missing values? | Data Analytics | AWS | null | no | no | 0 |
what approach has amazon been working towards since its inception in 1994? | Data Analytics | AWS | null | no | no | 1 |
what approach would you use to solve the word sequence problem? | Machine Learning | AWS | null | no | no | 0 |
what approaches are used to deal with multi-source issues? | Data Analytics | AWS | null | no | no | 0 |
what are 10 machine learning platforms to revolutionize any business | Machine Learning | AWS | null | no | no | 0 |
what are 10 machine learning platforms to revolutionize your business? | Machine Learning | AWS | null | no | no | 0 |
what are data normalization and non-normalization? | Data Analytics | AWS | null | no | no | 0 |
what are data repositories? | Machine Learning | AWS | null | no | no | 0 |
what are different data validation strategies? | Data Analytics | AWS | null | no | no | 0 |
what are different types of machine learning? | Machine Learning | AWS | null | no | no | 0 |
what are machine learning steps? | Machine Learning | AWS | null | no | no | 0 |
what are mathematics for machine learning - important skills you must possess | Machine Learning | AWS | null | no | no | 0 |
what are some approaches to dealing with multi-source issues? | Data Analytics | AWS | null | no | no | 0 |
what are some best practices for troubleshooting performance issues in aws? | Data Analytics | AWS | null | no | no | 0 |
what are some big data tools? | Data Analytics | AWS | null | no | no | 0 |
what are some common challenges faced by a Data Analytics? | Data Analytics | AWS | null | no | no | 0 |
what are some data validation strategies? | Data Analytics | AWS | null | no | no | 0 |
what are some domains where time series analysis (tsa) is used? | Data Analytics | AWS | null | no | no | 0 |
what are some drawbacks of data analytics? | Data Analytics | AWS | null | no | no | 0 |
what are some methods for resolving data discrepancies? | Data Analytics | AWS | null | no | no | 0 |
what are some of the benefits of using vpcs in aws? | Data Analytics | AWS | null | no | no | 0 |
what are some of the domains where time series analysis is used? | Data Analytics | AWS | null | no | no | 0 |
what are some of the drawbacks of data analytics | Data Analytics | AWS | null | no | no | 0 |
what are some of the most important statistical techniques in data analysis? | Data Analytics | AWS | null | no | no | 0 |
what are some of the most well-known data analysis tools? | Data Analytics | AWS | null | no | no | 0 |
what are some of the most well-known tools for big data processing? | Data Analytics | AWS | null | no | no | 0 |
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