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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What are convex optimization techniques, and why are they important in machine learning?
RELATED INTERVIEW QUESTIONS
How would you perform outlier detection using Isolation Forest?
What is the role of Natural Language Processing (NLP) in data analytics?
What is Collaborative Filtering, and how is it used in building recommendation systems?
How do you handle imbalanced datasets in classification models?
How do you ensure that your machine learning model generalizes well on unseen data?
How do you perform outlier detection in data analytics?
How do you select the best machine learning model for a given dataset?
How would you handle seasonality in a time-series forecasting problem?
What is AdaBoost, and how does it improve the performance of weak learners?
What is the concept of a confusion matrix, and how do you interpret its results in classification models?
How does dimensionality reduction improve the performance of machine learning algorithms?
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How do you perform feature importance analysis for model interpretability?
How do you use clustering for market segmentation in customer analytics?
What are the common types of clustering algorithms, and how do you choose between them?
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