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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 the difference between correlation and causality?
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 the Naive Bayes algorithm and its application in data analytics.
Explain the concept of Big Data and its challenges in the context of data analytics.
What is the role of Markov chains in predictive analytics for customer behavior?
How do you apply nearest neighbor algorithms for recommendation systems?
Explain how hyperparameter optimization improves machine learning model performance.
Explain how principal component analysis (PCA) works for dimensionality reduction.
How would you perform outlier detection using Isolation Forest?
How do you handle and analyze large-scale datasets in Python using pandas and Dask?
How do you perform A/B testing for evaluating the performance of a new marketing campaign?
What is feature importance, and how do you evaluate it for machine learning models?
How would you perform data aggregation for summarizing large datasets?
How do you identify and resolve data leakage in machine learning models?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
Explain the concept of ensemble methods and give examples of algorithms used in ensemble learning.
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