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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
What is a confusion matrix, and how do you calculate its various metrics?
RELATED INTERVIEW QUESTIONS
How do you evaluate the performance of clustering algorithms, and what metrics would you use?
Explain the concept of Big Data and its challenges in the context of data analytics.
What are the different types of feature engineering methods and how do they impact model performance?
How does regularization help to reduce overfitting in machine learning models?
What is data streaming, and how is it used for real-time analytics?
Explain the difference between supervised and unsupervised learning with examples.
What are active learning methods, and when would you apply them in data analytics?
How do you choose the best machine learning algorithm for a given dataset?
What is reinforcement learning, and where is it applied in business analytics?
How do you handle textual data when working with machine learning models?
How do you use time-series decomposition to analyze seasonal trends?
What is the difference between batch normalization and layer normalization in deep learning?
What is regression analysis, and how do you apply it in business analytics?
What is the role of decision trees in building interpretable machine learning models?
What is the accuracy paradox and how does it affect model evaluation?
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