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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What are the advantages of using deep learning over traditional machine learning in analytics?
RELATED INTERVIEW QUESTIONS
What are the differences between logistic regression and linear regression?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
How do support vector machines (SVM) work, and why are they used in classification problems?
How do you use SQL joins in data analytics to integrate data from multiple sources?
What are gradient descent and its variants, and how are they used in machine learning?
What are recurrent neural networks (RNNs), and how do they handle time-series data?
What is the importance of hyperparameter tuning in machine learning models?
What are the common types of clustering algorithms, and how do you choose between them?
How would you perform data aggregation for summarizing large datasets?
What are semantic networks, and how are they used in knowledge extraction from text?
How do you calculate the precision, recall, and F1-score for a binary classification model?
What are data imputation techniques, and how are they used for handling missing data?
How do you address skewed data distributions in machine learning models?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
What is the ROC-AUC curve, and how do you interpret it?
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