Amy @GrabNGoInfoinGrabNGoInfoTop 60 Machine Learning Interview QuestionsCommonly Asked Machine Learning Interview Questions AnsweredJun 23, 20234Jun 23, 20234
Amy @GrabNGoInfoinGrabNGoInfoInvestigating a Dip in Key Metrics | Data Science Product Case Interview QuestionA Framework to Unraveling the Causes and Ace the Data Science Business Case InterviewMay 23, 2023May 23, 2023
Amy @GrabNGoInfoinGrabNGoInfoTop 12 Statistical Concepts Data Science Interview QuestionsStatistical concept definition and Python simulation codeMay 18, 2023May 18, 2023
Amy @GrabNGoInfoinGrabNGoInfoTop 20 AB Test Interview Questions and AnswersHypothesis testing metric selection, sample size calculation, and common pitfallsApr 14, 2023Apr 14, 2023
Amy @GrabNGoInfoinGrabNGoInfoTop 10 Causal Inference Interview Questions and AnswersCausal inference terms and models for data scientist and machine learning engineer interviewsMar 13, 20232Mar 13, 20232
Amy @GrabNGoInfoinGrabNGoInfoTop 10 Deep Learning Concept Interview Questions and AnswersNeural network model terms for data scientist and machine learning engineer interviewsMar 2, 2023Mar 2, 2023
Amy @GrabNGoInfoinGrabNGoInfoTop 10 NLP Concepts Interview Questions and AnswersNatural Language Processing (NLP) terms for data scientist and machine learning engineer interviewsFeb 22, 2023Feb 22, 2023
Amy @GrabNGoInfoinGrabNGoInfoTop 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) modelFeb 8, 2023Feb 8, 2023
Amy @GrabNGoInfoinGrabNGoInfoTop 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 correctionFeb 5, 2023Feb 5, 2023
Amy @GrabNGoInfoinGrabNGoInfoGradient Descent vs Stochastic Gradient Descent vs Batch Gradient Descent vs Mini-batch Gradient…Data science interview questions and answersDec 16, 2022Dec 16, 2022
Amy @GrabNGoInfoinGrabNGoInfoHow 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 methodDec 1, 2022Dec 1, 2022
Amy @GrabNGoInfoinGrabNGoInfoBagging vs Boosting vs Stacking in Machine LearningData Science Interview Questions and AnswersNov 24, 20221Nov 24, 20221
Amy @GrabNGoInfoinGrabNGoInfoHow to evaluate the performance of a binary classification model?7 metrics for binary classification model performance evaluation and how to interpret each metricJul 28, 2022Jul 28, 2022
Amy @GrabNGoInfoinGrabNGoInfoWhat is a t-test? Data Science Interview Questions and AnswersT-test definition, application, interpretation, assumptions, and alternatives when assumptions are violatedJul 25, 2022Jul 25, 2022
Amy @GrabNGoInfoinTowards AIPower Analysis For Sample Size Using PythonHow to calculate the sample size for hypothesis testing (AB testing) using PythonApr 18, 20221Apr 18, 20221
Amy @GrabNGoInfoinGrabNGoInfoCorrelation 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, 2022Jun 23, 2022
Amy @GrabNGoInfoinGrabNGoInfoHow to detect outliers | Data Science Interview Questions and AnswersDetect outliers using supervised, unsupervised, time series, and deep learning modelsJun 17, 2022Jun 17, 2022
Amy @GrabNGoInfoinGrabNGoInfoWhat 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, 2022Jun 15, 2022