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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 learning rate in deep learning, and how do you optimize it?
RELATED INTERVIEW QUESTIONS
How would you deal with multicollinearity in a regression analysis?
What is the F1-score in classification tasks, and why is it important?
What is the importance of hyperparameter tuning in machine learning models?
What is causal inference, and how does it differ from correlation analysis?
How do you handle multicollinearity in a dataset, and why is it important to address it before building a model?
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What are the major differences between SQL and NoSQL databases in data analytics?
What is the difference between bagging and boosting, and how do they impact model performance and accuracy?
What are the common pitfalls when working with real-time data in analytics?
How do you optimize an ML model when the dataset is imbalanced?
How would you visualize high-dimensional data using dimensionality reduction techniques?
What is the bootstrap method, and how is it used for confidence interval estimation?
How do you apply data smoothing techniques for time-series forecasting?
What is the K-means clustering algorithm, and how do you determine the optimal number of clusters?
What is the purpose of learning curves in machine learning, and how can they be used to detect underfitting or overfitting in a model?
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