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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 data integrity, and how is it maintained in a database?
RELATED INTERVIEW QUESTIONS
Explain the importance of hyperparameter tuning in improving machine learning models.
How do you use data augmentation to improve a deep learning model’s performance?
What is a confusion matrix, and how do you calculate its various metrics?
How would you perform outlier detection using Isolation Forest?
How do you implement feature selection techniques for high-dimensional data?
What is the difference between a Data Lake and a Data Warehouse, and when would you use each in analytics?
How do you select the best machine learning model for a given dataset?
How do you handle and analyze large-scale datasets in Python using pandas and Dask?
What is ensemble learning, and why is it useful in machine learning?
What is the difference between regression and classification models in machine learning?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
How do you apply Shannon entropy in data analytics for feature selection?
What are the primary steps involved in preparing data for a machine learning model?
What are the advantages of using deep learning over traditional machine learning in analytics?
How do you optimize the performance of an algorithm when the dataset size is enormous?
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