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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 deep learning and its key differences from traditional machine learning methods?
RELATED INTERVIEW QUESTIONS
How do you use time-series decomposition to analyze seasonal trends?
What is feature selection, and how does it impact the model’s performance?
How do you evaluate model stability and ensure it performs well over time?
What are deep learning and its key differences from traditional machine learning methods?
How do you handle imbalanced datasets in classification models?
What is gradient descent, and how does it work in the training of machine learning models? How do you decide the learning rate?
How do you decide whether to use a parametric or non-parametric statistical method?
How do you apply data smoothing techniques for time-series forecasting?
What is the role of unsupervised learning in data clustering?
What is the curse of dimensionality, and how does it impact data analysis?
What is the F1-score in classification tasks, and why is it important?
What are the primary steps involved in preparing data for a machine learning model?
How do you use data augmentation to improve a deep learning model’s performance?
What are the key differences between a decision tree and a random forest?
What is the role of decision trees in building interpretable machine learning models?
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