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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do you analyze text data using sentiment analysis techniques?
RELATED INTERVIEW QUESTIONS
How does the concept of cross-validation help prevent overfitting in machine learning models?
What are recurrent neural networks (RNNs), and how do they handle time-series data?
How would you assess the performance of a machine learning model over time?
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
What is feature importance, and how do you evaluate it for machine learning models?
What is the significance of A/B testing in optimizing data-driven decisions?
What are support vector machines (SVM) and how do they classify data?
How do you implement automated machine learning (AutoML) tools in your workflow?
Explain the difference between supervised and unsupervised learning with examples.
What is Gaussian Naive Bayes, and when would you use it in classification?
How would you measure the impact of an analytics model in a business setting?
What is the bootstrap method, and how is it used for confidence interval estimation?
What is the difference between parametric and non-parametric tests in hypothesis testing?
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
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