Job

/Job

Popular Machine Learning interview questions

Hi, this is list of the most popular machine learning interview questions. You can be asked them while applying for ML Engineer position. For each one I tried to add link with short answer. Hope you will enjoy it. Describe Binary Classification. https://www.kdnuggets.com/2017/04/must-know-evaluate-binary-classifier.html Calculate AUC of an ROC curve. http://blog.revolutionanalytics.com/2016/11/calculating-auc.html What does P-Value mean? https://www.statsdirect.com/help/basics/p_values.htm Explain Linear Regression, assumptions and math equations. http://www.stat.yale.edu/Courses/1997-98/101/linreg.htm Explain Logistic Regression, assumptions and math equations. https://www.medcalc.org/manual/logistic_regression.php What is cross validation? https://www.analyticsvidhya.com/blog/2018/05/improve-model-performance-cross-validation-in-python-r/ What are anomaly detection methods? https://towardsdatascience.com/a-brief-overview-of-outlier-detection-techniques-1e0b2c19e561 What are time series forecasting techniques? https://www.analyticsvidhya.com/blog/2018/02/time-series-forecasting-methods/ Explain PCA, assumptions, equations. https://towardsdatascience.com/a-one-stop-shop-for-principal-component-analysis-5582fb7e0a9c Explain a probability distribution that is [...]

By |2018-07-25T22:12:13+00:00May 29th, 2018|Job|0 Comments
This website uses cookies and third party services. Ok