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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the significance of hyperparameter tuning in optimizing machine learning models?
RELATED INTERVIEW QUESTIONS
What are the key steps in building a robust machine learning pipeline for predictive analytics?
How do you perform dimensionality reduction, and why is it essential in machine learning?
How do you use data augmentation to improve a deep learning model’s performance?
What is the significance of hypothesis testing in data analysis?
What are the key differences between machine learning and deep learning models?
How do you ensure reproducibility in your data analysis pipelines?
What is the difference between deterministic and stochastic models in analytics?
How do you measure the generalization error of a machine learning model?
What are the different types of feature engineering methods and how do they impact model performance?
What is the learning rate in deep learning, and how do you optimize it?
Explain the concept of ensemble learning and its applications in classification and regression problems.
What are the differences between LSTM and GRU networks in deep learning?
What are the major differences between SQL and NoSQL databases in data analytics?
Explain how you would deal with missing data in a large dataset.
How do you perform unsupervised learning for customer segmentation?
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