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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do you ensure that your data pipeline is scalable for large datasets?
RELATED INTERVIEW QUESTIONS
Explain the concept of feature importance in models like Random Forest or Gradient Boosting. How do you assess and interpret feature impor
What is the purpose of a ROC curve in model evaluation?
How would you perform real-time data analysis using Kafka and Spark?
What is the curse of dimensionality and how does it affect machine learning models?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
What are the challenges of data visualization, and how do you overcome them?
How do you evaluate model performance when the dataset is small and unbalanced?
How would you deal with multicollinearity in a regression analysis?
How would you apply ensemble learning techniques for improving the accuracy of machine learning models?
What is the role of deep learning in modern analytics and business decision-making?
What is recurrent neural network (RNN), and how is it different from traditional neural networks? In what kind of problems would you apply
How do you choose the best machine learning algorithm for a given dataset?
How do you assess model accuracy when working with time-series data?
How do you detect data imbalances in a classification problem and address them?
What is the role of data imputation in handling missing data?
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