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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is the curse of dimensionality, and how does it impact data analysis?
RELATED INTERVIEW QUESTIONS
Explain the concept of gradient boosting and its advantages over traditional decision trees.
How do you handle heteroscedasticity in regression models?
How would you apply cross-validation techniques in a deep learning model?
How do you deal with temporal dependencies in time-series forecasting?
What is the role of Bayesian methods in data analytics, and how do they compare to frequentist approaches?
How do you perform unsupervised learning for customer segmentation?
What is Bagging in machine learning, and how does it reduce overfitting?
What are the common types of clustering algorithms, and how do you choose between them?
What is Collaborative Filtering, and how is it used in building recommendation systems?
What are the key differences between supervised and unsupervised learning in data analytics?
How do you use time-series decomposition to analyze seasonal trends?
What is gradient descent, and how does it work in the training of machine learning models? How do you decide the learning rate?
What are the primary steps involved in preparing data for a machine learning model?
What are recurrent neural networks (RNNs), and how do they handle time-series data?
What are the advantages of support vector machines (SVM) in classification tasks?
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