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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
RELATED INTERVIEW QUESTIONS
Explain the Naive Bayes algorithm and its application in data analytics.
What is recurrent neural network (RNN), and how is it different from traditional neural networks? In what kind of problems would you apply
What is a confusion matrix, and how do you calculate its various metrics?
What is the role of visualization in data analysis, and which Python libraries would you use?
How do you implement real-time analytics for tracking customer interactions on an e-commerce site?
How do you balance the trade-off between bias and variance in machine learning?
What is Principal Component Analysis (PCA) used for in data reduction?
What is the difference between batch processing and streaming in big data analytics?
How would you perform real-time data analysis using Kafka and Spark?
How do you perform unsupervised learning for customer segmentation?
How would you perform data aggregation for summarizing large datasets?
What are the differences between bagging and boosting in ensemble methods?
What are the benefits of using cloud analytics over on-premise solutions?
How do you handle and analyze large-scale datasets in Python using pandas and Dask?
Explain how backpropagation works in training neural networks.
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