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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 latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
RELATED INTERVIEW QUESTIONS
What is recurrent neural network (RNN), and how is it different from traditional neural networks? In what kind of problems would you apply
Explain bootstrapping and how it helps with estimating uncertainty in your analysis.
How do you prevent model bias in machine learning algorithms?
How do you deal with class imbalance in classification models?
How do you evaluate the effectiveness of an outlier detection model?
What is the role of decision trees in building interpretable machine learning models?
What are some effective techniques for handling missing values in large datasets?
What are the limitations of using random forests for classification tasks?
What are the common pitfalls in implementing predictive analytics models, and how can they be avoided?
What is linear programming, and how does it relate to data optimization problems?
How do you deal with temporal dependencies in time-series forecasting?
What are gradient descent and its variants, and how are they used in machine learning?
How do you apply data smoothing techniques for time-series forecasting?
What is the role of data enrichment in data analytics, and how is it achieved?
What is the difference between batch processing and streaming in big data analytics?
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