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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What are autoencoders, and how are they used in unsupervised learning tasks?
RELATED INTERVIEW QUESTIONS
How do you select the best machine learning model for a given dataset?
What is the difference between a data pipeline and an ETL pipeline in terms of analytics?
What is the importance of data cleaning in data analytics, and what techniques would you use?
What are the differences between LSTM and GRU networks in deep learning?
What is multi-objective optimization, and how does it differ from single-objective optimization?
What is the Kurtosis of a distribution, and how do you interpret it?
What is the importance of model interpretability in real-world data analytics applications?
What are semantic networks, and how are they used in knowledge extraction from text?
How do you evaluate model robustness to different types of input data?
What is Bagging in machine learning, and how does it reduce overfitting?
What are the limitations of using random forests for classification tasks?
What is the significance of the ROC-AUC score in evaluating classification models?
What is data streaming, and how is it used for real-time analytics?
Explain the difference between bagging and boosting techniques.
How do you optimize an ML model when the dataset is imbalanced?
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