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HTML
CSS
Python
PHP
MySQL
Linux
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
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
Explain how overfitting and underfitting affect the performance of a machine learning model.
What are recurrent neural networks (RNNs), and how are they used in sequential data analysis?
How would you measure the impact of an analytics model in a business setting?
How would you handle seasonality in a time-series forecasting problem?
What are the differences between Ridge and Lasso regression?
What is the K-nearest neighbors algorithm, and when would you use it?
How does feature scaling improve the performance of gradient-based learning algorithms?
What is Principal Component Analysis (PCA) used for in data reduction?
What is the difference between random forests and decision trees?
How do you build a predictive model for sales forecasting in e-commerce?
What is the Kurtosis of a distribution, and how do you interpret it?
What are recurrent neural networks (RNNs), and how do they handle time-series data?
What are the advantages of using XGBoost over other machine learning algorithms?
Explain the concept of data wrangling and its importance in data analytics.
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