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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is data leakage, and how can you prevent it in your analytics projects?
RELATED INTERVIEW QUESTIONS
How do you build a predictive model for sales forecasting in e-commerce?
What are time-series cross-validation techniques, and how are they applied in forecasting?
How do you handle and analyze large-scale datasets in Python using pandas and Dask?
What are the differences between Ridge and Lasso regression?
What is tuning in machine learning, and how do you apply it to hyperparameters?
What is multi-objective optimization, and how does it differ from single-objective optimization?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
How do you handle a large dataset that does not fit into memory?
What are the challenges in analyzing big data, and how do you mitigate them?
Explain how overfitting and underfitting affect the performance of a machine learning model.
How do you use data augmentation to improve a deep learning model’s performance?
How do you implement automated machine learning (AutoML) tools in your workflow?
What is the concept of Feature Extraction in computer vision analytics?
How do you decide whether to use a parametric or non-parametric statistical method?
How would you evaluate the performance of a recommendation system?
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