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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
RELATED INTERVIEW QUESTIONS
What are the common types of clustering algorithms, and how do you choose between them?
Explain the concept of model overfitting and how can it be mitigated.
How does the concept of cross-validation help prevent overfitting in machine learning models?
How does deep reinforcement learning work, and where can it be applied in business analytics?
What is the role of data enrichment in data analytics, and how is it achieved?
How do you build a predictive model for sales forecasting in e-commerce?
Explain the concept of ensemble methods and give examples of algorithms used in ensemble learning.
What is Collaborative Filtering, and how is it used in building recommendation systems?
How do you ensure that your analysis is unbiased when working with large datasets?
What is the F1-score in classification tasks, and why is it important?
What is linear programming, and how does it relate to data optimization problems?
What is AdaBoost, and how does it improve the performance of weak learners?
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
What is the importance of using dropout in deep learning models?
How would you optimize the performance of a recommendation system for personalized product suggestions?
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