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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
RELATED INTERVIEW QUESTIONS
What is the role of Shannon entropy in feature selection?
What is the difference between parametric and non-parametric tests in hypothesis testing?
How do you apply Shannon entropy in data analytics for feature selection?
Explain the difference between supervised and unsupervised learning with examples.
What are recurrent neural networks (RNNs), and how do they handle time-series data?
How do you ensure that your machine learning model generalizes well on unseen data?
What are the differences between bagging and boosting in ensemble methods?
What is the difference between a data pipeline and an ETL pipeline in terms of analytics?
Explain the concept of ensemble learning and its applications in classification and regression problems.
What is data normalization, and why is it important in machine learning?
What is the role of visualization in data analysis, and which Python libraries would you use?
Explain the role of backpropagation in training neural networks.
What is the purpose of learning curves in machine learning, and how can they be used to detect underfitting or overfitting in a model?
How would you visualize high-dimensional data using dimensionality reduction techniques?
How do you handle categorical data in machine learning models?
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