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HTML
CSS
Python
PHP
MySQL
Linux
Javascript
Shobha
The best way to predict the future is to invent it
What is the difference between classification and regression problems in machine learning?
RELATED INTERVIEW QUESTIONS
Explain the concept of reinforcement learning and its applications in analytics.
What is causal inference, and how does it differ from correlation analysis?
How do you assess model accuracy when working with time-series data?
How do you prevent model bias in machine learning algorithms?
What are time-series cross-validation techniques, and how are they applied in forecasting?
What are the advantages and limitations of using SQL vs NoSQL for large-scale analytics?
How would you perform outlier detection using Isolation Forest?
What is latent variable modeling, and how is it used in dimensionality reduction techniques such as factor analysis or topic modeling?
What is Bagging in machine learning, and how does it reduce overfitting?
What are LSTM networks, and how are they used in sequence prediction tasks?
How do you perform root cause analysis using data analytics in business?
What is transfer learning, and how is it useful in deep learning?
How do you evaluate the performance of clustering algorithms, and what metrics would you use?
What is time-series forecasting, and how do you approach it using machine learning algorithms?
Explain the role of backpropagation in training neural networks.
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