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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What are the most important performance metrics for classification models?
RELATED INTERVIEW QUESTIONS
What is the F1-score in classification tasks, and why is it important?
How do you evaluate the stability of a clustering algorithm over different datasets?
What are the different methods for handling missing data in datasets?
What are support vector machines (SVM) and how do they classify data?
What is the K-means clustering algorithm, and how do you determine the optimal number of clusters?
What is reinforcement learning, and where is it applied in business analytics?
What is Data Analytics, and how is it used to make better business decisions? Explain its key techniques and applications with examples.
How do you apply Shannon entropy in data analytics for feature selection?
Explain the difference between supervised and unsupervised learning with examples.
How do you handle high cardinality categorical features in machine learning models?
Explain the concept of ensemble learning and its applications in classification and regression problems.
What is the difference between deterministic and stochastic models in analytics?
How do you optimize the hyperparameters of machine learning algorithms?
What is Gaussian Naive Bayes, and when would you use it in classification?
How do you handle outliers in time-series data?
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