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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the importance of model validation and how do you perform it in practice?
RELATED INTERVIEW QUESTIONS
What is the K-means clustering algorithm, and how do you determine the optimal number of clusters?
How does the use of distributed computing frameworks like Apache Spark improve data analytics?
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 deal with class imbalance in classification models?
What is overfitting, and how can it be avoided using regularization techniques?
How do you prevent model bias in machine learning algorithms?
What is the concept of Feature Extraction in computer vision analytics?
What is Gaussian Naive Bayes, and when would you use it in classification?
What is transfer learning, and how is it useful in deep learning?
What are the main differences between batch processing and real-time processing in data analytics?
How does bootstrapping improve model accuracy in statistical analysis?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
Explain how principal component analysis (PCA) works for dimensionality reduction.
What is the concept of a confusion matrix, and how do you interpret its results in classification models?
How do you evaluate the predictive accuracy of a machine learning model?
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