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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is the role of unsupervised learning in data clustering?
RELATED INTERVIEW QUESTIONS
What are the common pitfalls in implementing predictive analytics models, and how can they be avoided?
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
What is Principal Component Analysis (PCA) used for in data reduction?
How do you evaluate the stability of a clustering algorithm over different datasets?
What are the challenges of data visualization, and how do you overcome them?
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What is the difference between a Data Lake and a Data Warehouse, and when would you use each in analytics?
How do you handle multicollinearity in regression models?
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How do you implement feature selection techniques for high-dimensional data?
How would you deal with multicollinearity in a regression analysis?
How do you choose the best machine learning algorithm for a given dataset?
How do you handle and analyze large-scale datasets in Python using pandas and Dask?
How do you handle imbalanced datasets in classification models?
How do you perform outlier detection using machine learning techniques?
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