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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 the role of deep learning in modern analytics and business decision-making?
RELATED INTERVIEW QUESTIONS
How does dimensionality reduction improve the performance of machine learning algorithms?
What is transfer learning, and how is it useful in deep learning?
How do you deal with class imbalance in classification models?
What are autoencoders, and how are they used in unsupervised learning tasks?
How would you implement real-time data analytics for fraud detection?
Explain how principal component analysis (PCA) works for dimensionality reduction.
Explain the concept of bias-variance tradeoff in machine learning.
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
How do you prevent model bias in machine learning algorithms?
How do you use data augmentation to improve a deep learning model’s performance?
What are the best practices for implementing cloud-based analytics for large-scale datasets?
Explain the concept of model overfitting and how can it be mitigated.
What is the importance of model validation and how do you perform it in practice?
How do you handle multivariate time series data for forecasting?
How do support vector machines (SVM) work, and why are they used in classification problems?
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