- What do you understand by Machine Learning?
- Give an example that explains Machine Leaning in industry.
- What are the different Algorithm techniques in Machine Learning?
- What is the difference between supervised and unsupervised machine learning?
- What is the function of Unsupervised Learning?
- What is the function of Supervised Learning?
- What are the advantages of Naive Bayes?
- What are the disadvantages of Naive Bayes?
- Why is naive Bayes so naive?
- What is Overfitting in Machine Learning?
- What are the conditions when Overfitting happens?
- How can you avoid overfitting?
- What are the five popular algorithms for Machine Learning?
- What are the different use cases where machine learning algorithms can be used?
- What are parametric models and Non-Parametric models?
- What are the three stages to build the hypotheses or model in machine learning?
- What is Inductive Logic Programming in Machine Learning (ILP)?
- What is the difference between classification and regression?
- What are the difference between inductive machine learning and deductive machine learning?
- What are the advantages decision trees?
- What are the disadvantages of decision trees?
- What are the advantages of neural networks?
- What are the disadvantages of neural networks?
- What is the difference between L1 and L2 regularization?
list of important Machine Learning Interview Questions
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