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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
What is the difference between random forests and decision trees?
RELATED INTERVIEW QUESTIONS
Explain the difference between random forests and gradient boosting methods.
How does the k-means clustering algorithm work and when should it be used?
What is causal inference, and how does it differ from correlation analysis?
How do you perform sentiment analysis on social media data?
How does regularization help to reduce overfitting in machine learning models?
How do you use clustering for market segmentation in customer analytics?
How do you decide whether to use a parametric or non-parametric statistical method?
How does dimensionality reduction improve the performance of machine learning algorithms?
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
What is the difference between regression and classification models in machine learning?
How would you assess the performance of a machine learning model over time?
What are gradient descent and its variants, and how are they used in machine learning?
What are the advantages and disadvantages of using deep learning for structured data analysis?
How do you handle categorical data in machine learning models?
How do you handle and analyze large-scale datasets in Python using pandas and Dask?
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