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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 differences between Ridge and Lasso regression?
RELATED INTERVIEW QUESTIONS
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
What is the difference between bagging and boosting, and how do they impact model performance and accuracy?
How do you select the best machine learning model for a given dataset?
How do you choose the best machine learning algorithm for a given dataset?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
What is a confusion matrix, and how do you calculate its various metrics?
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
Explain the difference between supervised and unsupervised learning with examples.
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
What is the purpose of a ROC curve in model evaluation?
Explain the concept of a data pipeline and its components in an analytics workflow.
How would you evaluate and select the best machine learning model for a specific use case?
What are LSTM networks, and how do they handle sequential data?
How do you implement a Markov Chain for predictive analytics in customer behavior?
How do you apply gradient descent in training deep neural networks?
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