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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How do support vector machines (SVM) work, and why are they used in classification problems?
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What is the role of unsupervised learning in data clustering?
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Explain how principal component analysis (PCA) works for dimensionality reduction.
What is dimensionality reduction, and how does PCA (Principal Component Analysis) help?
Explain the concept of reinforcement learning and its applications in analytics.
How would you measure the impact of an analytics model in a business setting?
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 the importance of data cleaning in data analytics, and what techniques would you use?
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How does dimensionality reduction improve the performance of machine learning algorithms?
What are the primary steps involved in preparing data for a machine learning model?
Explain the concept of bias-variance tradeoff in machine learning.
What is the difference between precision and accuracy in the context of classification problems?
How do you optimize machine learning models for real-time decision-making?
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