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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
What is ensemble learning, and why is it useful in machine learning?
RELATED INTERVIEW QUESTIONS
What is the role of Bayesian methods in data analytics, and how do they compare to frequentist approaches?
What are gradient descent and its variants, and how are they used in machine learning?
What is the role of Markov chains in predictive analytics for customer behavior?
What are LSTM networks, and how do they handle sequential data?
How do you apply gradient descent in training deep neural networks?
How do you deal with class imbalance in classification models?
Explain the concept of a precision-recall curve and when to use it.
What is the role of data imputation in handling missing data?
How do you evaluate the stability of a clustering algorithm over different datasets?
Explain the concept of ensemble methods and give examples of algorithms used in ensemble learning.
What is Bagging in machine learning, and how does it reduce overfitting?
How do you evaluate the effectiveness of a recommendation system?
How do you perform root cause analysis using data analytics in business?
How do you ensure that your machine learning model generalizes well on unseen data?
What is the ROC-AUC curve, and how do you interpret it?
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