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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is gradient boosting and why is it more effective than traditional decision trees?
RELATED INTERVIEW QUESTIONS
What are gradient descent and its variants, and how are they used in machine learning?
What is the difference between KNN and SVM in classification tasks?
What is the importance of hyperparameter tuning in machine learning models?
What are the steps involved in building a recommendation system for e-commerce?
What is model drift, and how can it affect predictive analytics models?
What are active learning methods, and when would you apply them in data analytics?
How do you use time-series decomposition to analyze seasonal trends?
What is the difference between correlation and causality?
How do you handle high cardinality categorical features in machine learning models?
What are the different types of machine learning models used for predictive analytics?
Explain how overfitting and underfitting affect the performance of a machine learning model.
How do you deal with temporal dependencies in time-series forecasting?
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
What are the differences between LSTM and GRU networks in deep learning?
Explain the difference between supervised and unsupervised learning with examples.
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