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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 AdaBoost, and how does it improve the performance of weak learners?
RELATED INTERVIEW QUESTIONS
Explain the concept of reinforcement learning and its applications in analytics.
Explain the difference between random forests and gradient boosting methods.
What is dimensionality reduction, and why is it important in data analytics?
What is the curse of dimensionality and how does it affect machine learning models?
What is the significance of the ROC-AUC score in evaluating classification models?
How would you evaluate model performance in an imbalanced dataset problem?
How do you handle multicollinearity in regression models?
What is the bootstrap method, and how is it used for confidence interval estimation?
What is the role of decision trees in building interpretable machine learning models?
How do you handle multicollinearity in a dataset, and why is it important to address it before building a model?
How do you perform feature engineering in time-series data?
Explain the role of backpropagation in training neural networks.
What is an anomaly detection system, and how would you implement it in Python?
What is the importance of data cleaning in data analytics, and what techniques would you use?
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
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