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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 importance of data cleaning in data analytics, and what techniques would you use?
RELATED INTERVIEW QUESTIONS
Explain the concept of hyperparameter tuning and its role in model optimization.
How do support vector machines (SVM) work, and why are they used in classification problems?
How do you handle imbalanced datasets in classification models?
What is tuning in machine learning, and how do you apply it to hyperparameters?
Explain how overfitting and underfitting affect the performance of a machine learning model.
What is the difference between KNN and SVM in classification tasks?
What are convex optimization techniques, and why are they important in machine learning?
What is the difference between a Data Lake and a Data Warehouse, and when would you use each in analytics?
How do you calculate the precision, recall, and F1-score for a binary classification model?
What are the steps involved in building a recommendation system for e-commerce?
What is the importance of heteroscedasticity in regression models?
How do you use SQL to perform data manipulation and aggregation in an analytics project?
Explain the Naive Bayes algorithm and its application in data analytics.
How does the concept of cross-validation help prevent overfitting in machine learning models?
How do you apply data augmentation in deep learning for image processing?
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