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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 autoencoders, and how are they used in unsupervised learning tasks?
RELATED INTERVIEW QUESTIONS
What are the advantages and disadvantages of using deep learning for structured data analysis?
How do you handle a large dataset that does not fit into memory?
How do you deal with temporal dependencies in time-series forecasting?
What is dimensionality reduction, and why is it important in data analytics?
How do you optimize the performance of an algorithm when the dataset size is enormous?
Explain how principal component analysis (PCA) works for dimensionality reduction.
What is the learning rate in deep learning, and how do you optimize it?
Explain the role of feature scaling in improving the performance of machine learning algorithms.
How does deep reinforcement learning work, and where can it be applied in business analytics?
How do you apply gradient descent in training deep neural networks?
What are the major differences between SQL and NoSQL databases in data analytics?
How does the Elbow Method help in determining the number of clusters in K-Means clustering?
How do you assess the impact of outliers in your data and model predictions?
How do you detect data imbalances in a classification problem and address them?
What is model drift, and how can it affect predictive analytics models?
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