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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Cloud
Shobha
The best way to predict the future is to invent it
How do you optimize the performance of an algorithm when the dataset size is enormous?
RELATED INTERVIEW QUESTIONS
How do you handle imbalanced datasets in classification problems, and what techniques do you use to improve the model’s performance?
Explain how latent variable models work in data analytics.
What are gradient descent and its variants, and how are they used in machine learning?
Explain the concept of gradient boosting and its advantages over traditional decision trees.
What is the concept of Feature Extraction in computer vision analytics?
What is the role of natural language processing in analyzing customer feedback?
Explain the concept of reinforcement learning and its applications in analytics.
Explain the concept of bias-variance tradeoff in machine learning.
Explain how principal component analysis (PCA) works for dimensionality reduction.
What is dimensionality reduction, and why is it important in data analytics?
What is the role of Natural Language Processing (NLP) in data analytics?
What are the common types of clustering algorithms, and how do you choose between them?
What is an anomaly detection system, and how would you implement it in Python?
What are the major differences between SQL and NoSQL databases in data analytics?
What is the role of Markov chains in predictive analytics for customer behavior?
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