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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 are active learning methods, and when would you apply them in data analytics?
RELATED INTERVIEW QUESTIONS
What is the role of cloud computing in enabling data analytics at scale?
What are the differences between logistic regression and linear regression?
What is causal inference, and how does it differ from correlation analysis?
What is the difference between regression and classification models in machine learning?
What is recurrent neural network (RNN), and how is it different from traditional neural networks? In what kind of problems would you apply
What are the main differences between batch processing and real-time processing in data analytics?
How would you evaluate the performance of a recommendation system?
How do you prevent model bias in machine learning algorithms?
Can you explain the no free lunch theorem in machine learning and its implications on choosing algorithms for different types of problems?
What are the key differences between supervised and unsupervised learning in data analytics?
What is dimensionality reduction, and how does it improve model performance?
How would you perform data aggregation for summarizing large datasets?
How do you identify and resolve data leakage in machine learning models?
What is the importance of data cleaning in data analytics, and what techniques would you use?
What are the limitations of using random forests for classification tasks?
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