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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 the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
RELATED INTERVIEW QUESTIONS
What are the common types of clustering algorithms, and how do you choose between them?
Explain how principal component analysis (PCA) works for dimensionality reduction.
What are the key differences between a decision tree and a random forest?
Explain the concept of data wrangling and its importance in data analytics.
What is hyperparameter tuning, and why is it essential for model optimization? How do you perform hyperparameter tuning effectively?
What are the advantages and disadvantages of using deep learning for structured data analysis?
What is the role of cloud computing in enabling data analytics at scale?
What is the curse of dimensionality, and how does it impact data analysis?
How do you optimize machine learning models for real-time decision-making?
How do you handle textual data when working with machine learning models?
What are deep learning and its key differences from traditional machine learning methods?
How would you visualize high-dimensional data using dimensionality reduction techniques?
How do you optimize the performance of an algorithm when the dataset size is enormous?
What are the limitations of using random forests for classification tasks?
What is the role of decision trees in building interpretable machine learning models?
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