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HTML
CSS
Python
PHP
MySQL
Linux
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 time-series analysis, and what techniques do you use for it?
How do you ensure that a machine learning model is interpretable for non-technical stakeholders?
What is the bootstrap method, and how is it used for confidence interval estimation?
How do you use data augmentation to improve a deep learning model’s performance?
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 advantages and limitations of using SQL vs NoSQL for large-scale analytics?
What are convolutional neural networks (CNN) used for in image recognition?
What is the difference between batch normalization and layer normalization in deep learning?
Explain the concept of hyperparameter tuning and its role in model optimization.
How does regularization help to reduce overfitting in machine learning models?
What is the curse of dimensionality, and how does it impact data analysis?
Explain the concept of Big Data and its challenges in the context of data analytics.
What is the role of Bayesian methods in data analytics, and how do they compare to frequentist approaches?
How do you evaluate model performance when the dataset is small and unbalanced?
What are the types of biases in data analysis and how can they be minimized?
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