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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What are the advantages of using deep learning over traditional machine learning in analytics?
RELATED INTERVIEW QUESTIONS
How does the use of distributed computing frameworks like Apache Spark improve data analytics?
What is Gaussian Naive Bayes, and when would you use it in classification?
What is overfitting, and how can it be avoided using regularization techniques?
How do you evaluate model robustness to different types of input data?
Explain the concept of Markov Chains and its use in data modeling.
What is feature importance, and how do you evaluate it for machine learning models?
How do you implement feature selection techniques for high-dimensional data?
What is the role of unsupervised learning in anomaly detection?
What are the advantages of using XGBoost over other machine learning algorithms?
What are autoencoders, and how are they used in unsupervised learning tasks?
Explain the role of backpropagation in training neural networks.
What is causal inference, and how does it differ from correlation analysis?
Explain how latent variable models work in data analytics.
Explain the concept of ensemble learning and its applications in classification and regression problems.
How do you balance the trade-off between bias and variance in machine learning?
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