List: Data Science Interview | Curated by Amy @GrabNGoInfo

Jun 23, 2023
18 stories
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Data Science Interview
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Top 60 Machine Learning Interview QuestionsCommonly Asked Machine Learning Interview Questions Answered
Jun 23, 2023
4
Jun 23, 2023
4
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GrabNGoInfo
Investigating a Dip in Key Metrics | Data Science Product Case Interview QuestionA Framework to Unraveling the Causes and Ace the Data Science Business Case Interview
May 23, 2023
May 23, 2023
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GrabNGoInfo
Top 12 Statistical Concepts Data Science Interview QuestionsStatistical concept definition and Python simulation code
May 18, 2023
May 18, 2023
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GrabNGoInfo
Top 20 AB Test Interview Questions and AnswersHypothesis testing metric selection, sample size calculation, and common pitfalls
Apr 14, 2023
Apr 14, 2023
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GrabNGoInfo
Top 10 Causal Inference Interview Questions and AnswersCausal inference terms and models for data scientist and machine learning engineer interviews
Mar 13, 2023
2
Mar 13, 2023
2
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GrabNGoInfo
Top 10 Deep Learning Concept Interview Questions and AnswersNeural network model terms for data scientist and machine learning engineer interviews
Mar 2, 2023
Mar 2, 2023
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GrabNGoInfo
Top 10 NLP Concepts Interview Questions and AnswersNatural Language Processing (NLP) terms for data scientist and machine learning engineer interviews
Feb 22, 2023
Feb 22, 2023
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GrabNGoInfo
Top 7 Support Vector Machine (SVM) Interview Questions for Data Science and Machine LearningMargin, soft margin, support vectors, C, Gamma, Kernel trick, hinge loss, and pros and cons of a support vector machine (SVM) model
Feb 8, 2023
Feb 8, 2023
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GrabNGoInfo
Top 5 Decision Tree Interview Questions for Data Science and Machine LearningEntropy, Information Gain (IG), Information Gain Ratio (IGR), Gini Impurity, pros and cons of a decision tree, and overfitting correction
Feb 5, 2023
Feb 5, 2023
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GrabNGoInfo
Gradient Descent vs Stochastic Gradient Descent vs Batch Gradient Descent vs Mini-batch Gradient…Data science interview questions and answers
Dec 16, 2022
Dec 16, 2022
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GrabNGoInfo
How to decide the number of clusters | Data Science Interview Questions and AnswersElbow method, Silhouette score, Hierarchical graph, AIC & BIC from GMM, Gap statistics, and when to use which method
Dec 1, 2022
Dec 1, 2022
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GrabNGoInfo
Bagging vs Boosting vs Stacking in Machine LearningData Science Interview Questions and Answers
Nov 24, 2022
1
Nov 24, 2022
1
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GrabNGoInfo
How to evaluate the performance of a binary classification model?7 metrics for binary classification model performance evaluation and how to interpret each metric
Jul 28, 2022
Jul 28, 2022
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GrabNGoInfo
What is a t-test? Data Science Interview Questions and AnswersT-test definition, application, interpretation, assumptions, and alternatives when assumptions are violated
Jul 25, 2022
Jul 25, 2022
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Towards AI
Power Analysis For Sample Size Using PythonHow to calculate the sample size for hypothesis testing (AB testing) using Python
Apr 18, 2022
1
Apr 18, 2022
1
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GrabNGoInfo
Correlation vs Causation | Data Science Interview Questions and AnswersHow to answer the question in a clear and concise way, and how to answer the follow-up questions of calculating correlation and measuring…
Jun 23, 2022
Jun 23, 2022
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GrabNGoInfo
How to detect outliers | Data Science Interview Questions and AnswersDetect outliers using supervised, unsupervised, time series, and deep learning models
Jun 17, 2022
Jun 17, 2022
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GrabNGoInfo
What is a p-value? | Data Science Interview Questions and AnswersHow to explain p-value to a technical audience vs. a non-technical audience, examples, and general interview strategies.
Jun 15, 2022
Jun 15, 2022