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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are the advantages of using deep learning over traditional machine learning in analytics?
RELATED INTERVIEW QUESTIONS
How do you handle and process categorical data in machine learning algorithms?
What is Data Analytics, and how is it used to make better business decisions? Explain its key techniques and applications with examples.
How do you handle high-cardinality categorical features in machine learning models?
How does dimensionality reduction improve the performance of machine learning algorithms?
What are the challenges of data visualization, and how do you overcome them?
How does feature scaling improve the convergence of gradient descent algorithms?
How do you handle multicollinearity in a dataset, and why is it important to address it before building a model?
How do you deal with temporal dependencies in time-series forecasting?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
What is data anonymization, and why is it essential in data analytics?
How do you use decision trees for feature selection in machine learning?
Explain how overfitting and underfitting affect the performance of a machine learning model.
What is the curse of dimensionality, and how does it impact data analysis?
How do you build a predictive model for sales forecasting in e-commerce?
What are the key differences between a decision tree and a random forest?
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