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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
How would you visualize high-dimensional data using dimensionality reduction techniques?
RELATED INTERVIEW QUESTIONS
How would you visualize high-dimensional data using dimensionality reduction techniques?
What is data streaming, and how is it used for real-time analytics?
How do you deal with large-scale, unstructured data in text analytics?
What is the accuracy paradox and how does it affect model evaluation?
How do you evaluate the performance of clustering algorithms, and what metrics would you use?
What is a confusion matrix, and how do you calculate its various metrics?
What are the differences between deep learning and ensemble methods in predictive analytics?
How do you optimize an ML model when the dataset is imbalanced?
What are the differences between Ridge and Lasso regression?
How do you ensure that your machine learning model generalizes well on unseen data?
What are support vector machines (SVM) and how do they classify data?
What is Collaborative Filtering, and how is it used in building recommendation systems?
What is the importance of data cleaning in data analytics, and what techniques would you use?
Explain the concept of regularization in machine learning. How does L1 and L2 regularization differ, and when would you use each?
What are LSTM networks, and how are they used in sequence prediction tasks?
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