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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are the challenges of data visualization, and how do you overcome them?
RELATED INTERVIEW QUESTIONS
What is transfer learning, and how is it useful in deep learning?
Explain how overfitting and underfitting affect the performance of a machine learning model.
What is the role of data normalization in machine learning?
What are the key differences between supervised and unsupervised learning in data analytics?
How does regularization help to reduce overfitting in machine learning models?
What are support vector machines (SVM) and how do they classify data?
How would you assess the performance of a machine learning model over time?
What is multi-objective optimization, and how does it differ from single-objective optimization?
How do you deal with class imbalance in classification models?
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 evaluate the effectiveness of an outlier detection model?
Explain how an ensemble learning method like Random Forest improves model performance.
How do you calculate the precision, recall, and F1-score for a binary classification model?
What are data imputation techniques, and how are they used for handling missing data?
What is the concept of a confusion matrix, and how do you interpret its results in classification models?
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