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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 the best practices for analyzing real-time data streams?
RELATED INTERVIEW QUESTIONS
What is time-series forecasting, and how do you handle seasonality in models?
What is the significance of feature importance in decision tree algorithms?
How would you evaluate model performance in an imbalanced dataset problem?
Explain the difference between bagging and boosting techniques.
What are autoencoders, and how are they used in unsupervised learning tasks?
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 data normalization, and why is it important in machine learning?
How does the concept of cross-validation help prevent overfitting in machine learning models?
How does k-fold cross-validation work, and how do you decide on the value of k for a given dataset?
What are the key differences between machine learning and deep learning models?
What are the differences between LSTM and GRU networks in deep learning?
What is the curse of dimensionality, and how does it impact data analysis?
What are the advantages of support vector machines (SVM) in classification tasks?
What is the role of unsupervised learning in data clustering?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
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