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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the role of deep learning in modern analytics and business decision-making?
RELATED INTERVIEW QUESTIONS
What is the role of data governance in an organization’s analytics framework?
What is the concept of a confusion matrix, and how do you interpret its results in classification models?
What are GANs (Generative Adversarial Networks), and what role do they play in data analytics?
How would you assess the performance of a machine learning model over time?
Explain the difference between random forests and gradient boosting methods.
How do you choose the appropriate machine learning algorithm for a given dataset or problem? What factors influence your decision?
Explain how overfitting and underfitting affect the performance of a machine learning model.
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 interpret the results of a confusion matrix, and what does it tell you about the performance of a classification model?
What is data streaming, and how is it used for real-time analytics?
What is the importance of data privacy in analytics, and how do you ensure compliance?
How do you optimize an ML model when the dataset is imbalanced?
How do you use time-series decomposition to analyze seasonal trends?
How does the k-means clustering algorithm work and when should it be used?
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