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 |
|---|---|---|---|---|---|---|
differentiate between lasso and ridge regression | Machine Learning | AWS | null | no | no | 0 |
differentiate between lasso and ridge regression. | Machine Learning | AWS | null | no | no | 0 |
differentiate between logistic regression and support vector machines. | Machine Learning | AWS | null | no | no | 0 |
do you have any certificates or training that demonstrate your skills in data analysis? | Data Analytics | AWS | null | no | no | 0 |
do you have any certificates that demonstrate your skills? | All | AWS | null | no | no | 0 |
do you have industry-specific skills required for the current position | Data Analytics | AWS | null | no | no | 0 |
do you have industry-specific skills required for the current position? | All | AWS | null | no | no | 0 |
do you have the industry-specific skills required for the current position? | Data Analytics | AWS | null | no | no | 0 |
does aws data pipeline support on-premises data sources? | Data Analytics | AWS | null | no | no | 0 |
explain how a system can play a game of chess using reinforcement learning | Machine Learning | AWS | null | no | no | 0 |
explain how a system can play a game of chess using reinforcement learning. | Machine Learning | AWS | null | no | no | 0 |
explain how you would leverage machine learning to enhance amazon's fraud detection capabilities and ensure a secure online shopping experience for customers. | Data Science | AWS | null | no | yes | 0 |
explain ica, cca, and pca | Machine Learning | AWS | null | no | no | 0 |
explain ica, cca, and pca. | Machine Learning | AWS | null | no | no | 0 |
explain olap cubes and a use case explaining business analytics application. | Data Analytics | AWS | null | no | no | 0 |
explain the difference between the linear and logistic regression and use examples. | Data Analytics | AWS | null | no | no | 0 |
explain the difference between the xgboost and random forest algorithms and give an example where you would use one over the other? | Machine Learning | AWS | null | no | no | 0 |
explain the difference between the xgboost and random forest algorithms and give an example where you would use one over the other. | Machine Learning | AWS | null | no | no | 0 |
explain the ensemble learning technique in machine learning. | Machine Learning | AWS | null | no | no | 0 |
explain the inception architecture concept, focusing on its unique structure and advantages, especially for complex image processing tasks. | Machine Learning | AWS | null | no | no | 0 |
explain the k-means and k nearest neighbor algorithms and differentiate between them | Machine Learning | AWS | null | no | no | 0 |
explain the k-means and k nearest neighbor algorithms and differentiate between them. | Machine Learning | AWS | null | no | no | 0 |
give an example of using logistic regression over svm and vice versa. | Machine Learning | AWS | null | no | no | 0 |
given a json string with nested objects, write a function flatten_json that flattens all the objects to a single key-value dictionary. | Machine Learning | AWS | null | yes | no | 0 |
given a sample with n observations, how could you test a hypothesis? | Data Analytics | AWS | null | no | no | 0 |
given an array of numbers a[] and a target value t, return indexes of two numbers such that their absolute difference is equal to t | Machine Learning | AWS | null | no | no | 0 |
given an array of numbers a[] and a target value t, return indexes of two numbers such that their absolute difference is equal to t. | Machine Learning | AWS | null | no | no | 0 |
given two dates, count the number of months and days between them | Machine Learning | AWS | null | no | no | 0 |
given two dates, count the number of months and days between them. | Machine Learning | AWS | null | no | no | 0 |
how ai is having a significant impact on data analysis and its promise in this field | Data Analytics | AWS | null | no | no | 0 |
how are pca with a polynomial kernel and a single layer autoencoder related? | Machine Learning | AWS | null | no | no | 0 |
how are standardised and unstandardised coefficients calculated? | Data Analytics | AWS | null | no | no | 0 |
how are standardized coefficients understood? | Data Analytics | AWS | null | no | no | 0 |
how can a user resolve data discrepancies? | Data Analytics | AWS | null | no | no | 0 |
how can data be migrated to aws? | Data Analytics | AWS | null | no | no | 0 |
how can data discrepancies be resolved? | Data Analytics | AWS | null | no | no | 0 |
how can i monitor the performance of my application on aws? | Data Analytics | AWS | null | no | no | 0 |
how can one determine the accuracy of a data model? | Data Analytics | AWS | null | no | no | 0 |
how can one use amazon cloudwatch to monitor and troubleshoot issues? | Data Analytics | AWS | null | no | no | 0 |
how can the accuracy of a data model be assessed? | Data Analytics | AWS | null | no | no | 0 |
how can you determine the accuracy of a data model? | Data Analytics | AWS | null | no | no | 0 |
how can you monitor the performance of an application running on aws? | Data Analytics | AWS | null | no | no | 0 |
how can you troubleshoot performance issues in aws? | Data Analytics | AWS | null | no | no | 0 |
how do i create a copy of my s3 bucket in a different region? | Data Analytics | AWS | null | no | no | 0 |
how do the results change if we use logistic regression over the decision tree in a random | Machine Learning | AWS | null | no | no | 0 |
how do the results change if we use logistic regression over the decision tree in a random forest? | Machine Learning | AWS | null | no | no | 0 |
how do you align your interests, ambitions, and visions with the companys substructure? | All | AWS | null | no | no | 1 |
how do you choose the appropriate algorithm for a given machine learning problem? | Machine Learning | AWS | null | no | no | 0 |
how do you communicate technical knowledge to a non-technical audience? | Data Analytics | AWS | null | no | no | 0 |
how do you deploy a machine learning model on aws? | Machine Learning | AWS | null | no | no | 0 |
how do you fine-tune a pre-trained model using amazon sagemaker? | Machine Learning | AWS | null | no | no | 0 |
how do you monitor and maintain a deployed machine learning model? | Machine Learning | AWS | null | no | no | 0 |
how do you monitor the performance of an application running on aws? | Data Analytics | AWS | null | no | no | 0 |
how do you prioritize multiple deadlines? | All | AWS | null | no | no | 1 |
how does amazon comprehend use Machine Learning (nlp) to extract insights from text data? | Machine Learning | AWS | null | no | no | 0 |
how does amazon elastic inference work and when should it be used? | Machine Learning | AWS | null | no | no | 0 |
how does amazon emr simplify the process of running big data processing jobs? | Data Analytics | AWS | null | no | no | 0 |
how does amazon kinesis work? | Data Analytics | AWS | null | no | no | 0 |
how does amazon recognition use computer vision to analyze images and videos? | Machine Learning | AWS | null | no | no | 0 |
how does amazon rekognition use computer vision to analyze images and videos? | Machine Learning | AWS | null | no | no | 0 |
how does amazon sns differ from amazon sqs? | Data Analytics | AWS | null | no | no | 0 |
how does amazon sns support message delivery? | Data Analytics | AWS | null | no | no | 0 |
how does amazon transcribe use automatic speech recognition (asr) to transcribe audio to text? | Machine Learning | AWS | null | no | no | 0 |
how does amazon translate use neural machine translation (nmt) to translate text from one language to another? | Machine Learning | AWS | null | no | no | 0 |
how does amazon utilize the data it collects? | Data Analytics | AWS | null | no | no | 0 |
how does amazon utilize the vast pool of data it collects? | Data Analytics | AWS | null | no | no | 0 |
how does aws glue work? | Data Analytics | AWS | null | no | no | 0 |
how does aws x-ray help with application performance? | Data Analytics | AWS | null | no | no | 0 |
how does cross-region replication (crr) in s3 work? | Data Analytics | AWS | null | no | no | 0 |
how does data analysis differ from data mining? | Data Analytics | AWS | null | no | no | 0 |
how does knn determine similarity between attributes? | Data Analytics | AWS | null | no | no | 0 |
how does linear regression work in python? | Machine Learning | AWS | null | no | no | 0 |
how does logistic regression work in python? | Machine Learning | AWS | null | no | no | 0 |
how does machine learning differ from Machine Learning? | Machine Learning | AWS | null | no | no | 0 |
how does machine learning step work? | Machine Learning | AWS | null | no | no | 0 |
how does machine learning work? | Machine Learning | AWS | null | no | no | 0 |
how does naive bayes classifier work? | Machine Learning | AWS | null | no | no | 0 |
how does pruning work in decision trees? | Machine Learning | AWS | null | no | no | 0 |
how does the amazon recommendation engine work when recommending other things to buy? | Machine Learning | AWS | null | no | no | 0 |
how does the knn algorithm work? | Data Analytics | AWS | null | no | no | 0 |
how does the recall formula work? | Data Analytics | AWS | null | no | no | 0 |
how does the recommendation engine work? explain using the example of amazon. | Machine Learning | AWS | null | no | no | 0 |
how does your knowledge of data analysis align with the companys substructure? | Data Analytics | AWS | null | no | no | 1 |
how is amazon able to recommend other things to buy | Machine Learning | AWS | null | no | no | 0 |
how is amazon able to recommend other things to buy? | Machine Learning | AWS | null | no | no | 0 |
how is amazon able to recommend other things to buy? how does the recommendation engine work? | Machine Learning | AWS | null | no | no | 0 |
how is knn different from k-means clustering? | Machine Learning | AWS | null | no | no | 0 |
how is the accuracy of a data model determined? | Data Analytics | AWS | null | no | no | 0 |
how is the standard deviation method used to detect outliers? | Data Analytics | AWS | null | no | no | 0 |
how many teams are there at amazon working in various areas? | Data Analytics | AWS | null | no | no | 1 |
how many teams are there at amazon? | Data Analytics | AWS | null | no | no | 1 |
how many years of coding experience do you have? | Machine Learning | AWS | null | no | yes | 1 |
how many years of industry experience do Data Analyticss at amazon require? | Data Analytics | AWS | null | no | yes | 1 |
how much data will you allocate for your training, validation, and test sets? | Machine Learning | AWS | null | no | no | 0 |
how much does an amazon Machine Learning earn on average? | Machine Learning | AWS | null | no | no | 1 |
how should you approach complicated or ambiguous problems? | Data Science | AWS | null | no | no | 1 |
how to answer a question about a function to flatten a json string with nested objects to a single key-value dictionary? | Machine Learning | AWS | null | no | no | 0 |
how to answer a question about finding 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 answer given a json string with nested objects, write a function flatten_json that flattens all the objects to a single key-value dictionary | Machine Learning | AWS | null | yes | no | 0 |
how to balance thorough exploration with optimization to ensure that the shortest transformation sequence is identified? | Machine Learning | AWS | null | no | no | 0 |
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