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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
How do you apply gradient descent in training deep neural networks?
RELATED INTERVIEW QUESTIONS
What is data integrity, and how is it maintained in a database?
What is the significance of the ROC-AUC score in evaluating classification models?
What are the major differences between SQL and NoSQL databases in data analytics?
Explain the concept of ensemble methods and give examples of algorithms used in ensemble learning.
Explain how hyperparameter optimization improves machine learning model performance.
Explain the difference between random forests and gradient boosting methods.
How do you handle and process categorical data in machine learning algorithms?
What are semantic networks, and how are they used in knowledge extraction from text?
Explain the concept of hyperparameter tuning and its role in model optimization.
How do you prevent model bias in machine learning algorithms?
How would you perform outlier detection using Isolation Forest?
How would you optimize the performance of a recommendation system for personalized product suggestions?
What are support vector machines (SVM) and how do they classify data?
How do you implement automated machine learning (AutoML) tools in your workflow?
Explain the concept of model overfitting and how can it be mitigated.
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