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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is the F1-score in classification tasks, and why is it important?
RELATED INTERVIEW QUESTIONS
What is the significance of hypothesis testing in data analysis?
What are the different types of feature engineering methods and how do they impact model performance?
What is the significance of feature importance in decision tree algorithms?
How do you handle high-cardinality categorical features in machine learning models?
What is Data Analytics, and how is it used to make better business decisions? Explain its key techniques and applications with examples.
What is the learning rate in deep learning, and how do you optimize it?
Explain how you would approach feature engineering for a time-series dataset.
What are the advantages and disadvantages of using deep learning for structured data analysis?
How does feature scaling improve the performance of gradient-based learning algorithms?
How does regularization help to reduce overfitting in machine learning models?
How do you use data augmentation to improve a deep learning model’s performance?
What is the difference between a Data Lake and a Data Warehouse, and when would you use each in analytics?
How would you analyze customer churn using data analytics?
Explain how you would deal with missing data in a large dataset.
How do support vector machines (SVM) work, and why are they used in classification problems?
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