MACHINE LEARNING INTERVIEW QUESTIONS AND ANSWERS

MACHINE LEARNING MOST ASKED Job Interview Questions. Read MACHINE LEARNING Interview Questions and Answers for Experienced, Freshers PDF Download.

Read MACHINE LEARNING Questions and Answers for Interview

What is Machine learning?View Answer
Mention the difference between Data Mining and Machine learning?View Answer
What is ‘Overfitting’ in Machine learning?View Answer
Why overfitting happens?View Answer
How can you avoid overfitting ?View Answer
What is inductive machine learning?View Answer
What are the five popular algorithms of Machine Learning?View Answer
What are the different Algorithm techniques in Machine Learning?View Answer
What are the three stages to build the hypotheses or model in machine learning?View Answer
What is the standard approach to supervised learning?View Answer
What is ‘Training set’ and ‘Test set’?View Answer
List down various approaches for machine learning?View Answer
What is not Machine Learning?View Answer
Explain what is the function of ‘Unsupervised Learning’?View Answer
Explain what is the function of ‘Supervised Learning’?View Answer
What is algorithm independent machine learning?View Answer
What is the difference between artificial learning and machine learning?View Answer
What is classifier in machine learning?View Answer
What are the advantages of Naive Bayes?View Answer
In what areas Pattern Recognition is used?View Answer
What is Genetic Programming?View Answer
What is Inductive Logic Programming in Machine Learning?View Answer
What is Model Selection in Machine Learning?View Answer
What are the two methods used for the calibration in Supervised Learning?View Answer
Which method is frequently used to prevent overfitting?View Answer
What is the difference between heuristic for rule learning and heuristics for decision trees?View Answer
What is Perceptron in Machine Learning?View Answer
Explain the two components of Bayesian logic program?View Answer
What are Bayesian Networks (BN) ?View Answer
Why instance based learning algorithm sometimes referred as Lazy learning algorithm?View Answer
What are the two classification methods that SVM ( Support Vector Machine) can handle?View Answer
What is ensemble learning?View Answer
Why ensemble learning is used?View Answer
When to use ensemble learning?View Answer
What are the two paradigms of ensemble methods?View Answer
What is the general principle of an ensemble method and what is bagging and boosting in ensemble method?View Answer
What is bias-variance decomposition of classification error in ensemble method?View Answer
What is an Incremental Learning algorithm in ensemble?View Answer
What is PCA, KPCA and ICA used for?View Answer
What is dimension reduction in Machine Learning?View Answer
What are support vector machines?View Answer
What are the components of relational evaluation techniques?View Answer
What are the different methods for Sequential Supervised Learning?View Answer
What are the areas in robotics and information processing where sequential prediction problem arises?View Answer
What is batch statistical learning?View Answer
What is PAC Learning?View Answer
What are the different categories you can categorized the sequence learning process?View Answer
What is sequence learning?View Answer
What are two techniques of Machine Learning ?View Answer
Give a popular application of machine learning that you see on day to day basis?View Answer