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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is data leakage, and how can you prevent it in your analytics projects?
RELATED INTERVIEW QUESTIONS
What are the key differences between supervised and unsupervised learning 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
Explain the concept of ensemble learning and its applications in classification and regression problems.
Explain the concept of data wrangling and its importance in data analytics.
What are the different types of feature engineering methods and how do they impact model performance?
What are the main differences between batch processing and real-time processing in data analytics?
How do you interpret the results of cluster analysis in market research?
How do you handle high-cardinality categorical features in machine learning models?
How do you apply gradient descent in training deep neural networks?
What is reinforcement learning, and where is it applied in business analytics?
What are active learning methods, and when would you apply them in data analytics?
Explain the role of backpropagation in training neural networks.
How do you apply data augmentation in deep learning for image processing?
How do you handle and analyze large-scale datasets in Python using pandas and Dask?
What is the role of Shannon entropy in feature selection?
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