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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
What is transfer learning, and how is it useful in deep learning?
RELATED INTERVIEW QUESTIONS
What is the difference between deterministic and stochastic models in analytics?
What are the common pitfalls when working with real-time data in analytics?
Explain the concept of bias-variance tradeoff in machine learning.
How would you apply ensemble learning techniques for improving the accuracy of machine learning models?
What are the differences between logistic regression and linear regression?
What is gradient descent, and how does it work in the training of machine learning models? How do you decide the learning rate?
What is gradient boosting and why is it more effective than traditional decision trees?
Explain the concept of model overfitting and how can it be mitigated.
Explain how backpropagation works in training neural networks.
How do you deal with large-scale, unstructured data in text analytics?
What is the role of Natural Language Processing (NLP) in data analytics?
What are the differences between bagging and boosting in ensemble methods?
How does dimensionality reduction improve the performance of machine learning algorithms?
What is dimensionality reduction, and how does it improve model performance?
How do you handle a large dataset that does not fit into memory?
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