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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 role of decision trees in building interpretable machine learning models?
RELATED INTERVIEW QUESTIONS
What are the advantages of using convolutional neural networks (CNN) in image analytics?
What is the curse of dimensionality and how does it affect machine learning models?
Explain how hyperparameter optimization improves machine learning model performance.
How does data governance ensure the quality and security of your analytics outputs?
What is Collaborative Filtering, and how is it used in building recommendation systems?
What is the role of Bayesian methods in data analytics, and how do they compare to frequentist approaches?
How do you choose the best machine learning algorithm for a given dataset?
What are the advantages and disadvantages of using deep learning for structured data analysis?
How do you calculate the precision, recall, and F1-score for a binary classification model?
What are the limitations of using random forests for classification tasks?
How do you use clustering for market segmentation in customer analytics?
What are the challenges of data visualization, and how do you overcome them?
What is the role of data governance in an organization’s analytics framework?
Explain the concept of feature importance in models like Random Forest or Gradient Boosting. How do you assess and interpret feature impor
Explain the concept of Big Data and its challenges in the context of data analytics.
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