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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How would you visualize high-dimensional data using dimensionality reduction techniques?
RELATED INTERVIEW QUESTIONS
What is recurrent neural network (RNN), and how is it different from traditional neural networks? In what kind of problems would you apply
What are the challenges of data visualization, and how do you overcome them?
Explain how overfitting and underfitting affect the performance of a machine learning model.
What is transfer learning, and how is it useful in deep learning?
What is AdaBoost, and how does it improve the performance of weak learners?
What is causal inference, and how does it differ from correlation analysis?
How does the concept of cross-validation help prevent overfitting in machine learning models?
Explain the concept of model overfitting and how can it be mitigated.
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
How would you deal with multicollinearity in a regression analysis?
How do you select the best machine learning model for a given dataset?
How do you handle imbalanced datasets in classification models?
What is the curse of dimensionality and how does it affect machine learning models?
Explain the difference between supervised and unsupervised learning with examples.
How do you handle multicollinearity in regression models?
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